The aroma of linseed oil, once a comfort, now felt like a taunt. Eleanor sat in the studio, the familiar scent clinging to the air, thicker than usual, like a shroud. Her brushes, arranged with meticulous care, felt heavy in her hand, the bristles stiff and unyielding. The unfinished canvas, a portrait of her late husband, stared back at her with vacant eyes, an image of the man she had lost, frozen in time. She had found solace here, in the act of creation, but now, each stroke felt like a fresh wound.

Her son, Leo, a boy of twelve with his father's bright eyes, bounced into the room, brandishing a sketchbook. “Mom, look! I’m trying to paint like you!” he chirped, his voice filled with an enthusiasm she couldn't match. He had smeared a clumsy recreation of a sunflower on the page.

Eleanor managed a weak smile. The image of the sunflower, his father's favorite, caused a pang in her chest. She forced herself to speak, “That’s… very good, Leo.” The words felt hollow. He chattered on, oblivious to the silence that had settled over her, the silence that now echoed in every corner of their house.

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