The attic air tasted of dust and forgotten things. Clara's fingers, trembling despite the warmth of the summer day, brushed across a wooden chest. It was her mother’s, the one she’d sworn to never open. But the silence in the house, a heavy, suffocating blanket since Mom left, was unbearable. Inside, nestled amongst moth-eaten shawls and yellowed photographs, was a neatly folded letter. Her own handwriting, clumsy and uneven, stared back at her. The date was from ten years ago, the year she’d stormed out, angry at some imagined slight. A hot tear escaped, tracing a path down her cheek.

She sat on the floor, the letter unfolded in her lap. The paper felt brittle beneath her fingertips. The words, penned with youthful fury, spoke of misunderstandings and a longing for independence. The anger faded as she read, replaced by a hollow ache in her chest. She reread a particular sentence about wanting to be understood. The words felt like a cruel joke now, a stark reminder of the battles she'd waged and the bridges she'd never built.

The sun streamed through the dusty window, illuminating the swirling motes of dust, a silent reminder of time. It had been like this the last few months. Unbidden memories rose to the surface of her mind, a churning sea of regret. She felt the letter's weight in her hand, the paper suddenly heavy, a tangible representation of her loss. She took a deep breath, trying to steady the tremors in her hands. The silence wrapped around her again, pressing in.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276