The slanted roof pressed in on her, the air thick with the smell of forgotten seasons and mothballs. She hadn't left the house much since the accident. The thought of this attic, the unknown, felt like a physical weight, pressing her down. She was told she had to sort it all.

She found a collection of old letters tied with a faded ribbon. She picked up a single letter. Her hands shook as she opened the envelope. She was not sure if it was worth it.

The handwriting was neat, elegant, familiar. It was addressed to "My dearest." The letter spoke of a love so deep, so consuming. She read about the dreams, the hopes, the tender moments of a past life. A wave of exhaustion washed over her, and she felt herself falling.

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