β€œSwim with dolphins.” She read the words aloud, her voice a shaky whisper. She was sat at her desk, staring at the list. It was tucked between the pages of a notebook. The notebook that contained all of his most important thoughts, dreams and ambitions. He'd never told her. Why hadn't he told her?

The room felt cold, even with the central heating turned up. Outside, the sky was a bruised purple, mirroring the turmoil within her. She'd known him for years. Years! Yet, she still felt like a stranger. Each item was a punch to the gut. The lack of shared experiences made it all the worse.

She traced her finger along the word β€˜dolphins’, she wondered how it felt. The grief sat like a physical weight, pressing down on her lungs, making it difficult to breathe. The world felt muted, lacking vibrancy.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276