“A culinary disaster,” the review declared, its words like shards of glass. Chef Anya crumpled the paper, the sound sharp in the quiet kitchen. She hadn’t slept properly in days. The lines on her face seemed deeper, etched by a despair she couldn't outrun. The joy she had once felt, even when the restaurant was struggling, had vanished.

She walked to the window, watching the rain streak down the glass. The vibrant energy that had once pulsed through her was now a dull ache. She felt the emptiness, the hollowness inside her, pressing down like a physical burden. Her breath hitched. She missed her sister, the way they used to laugh together.

She was tired, so terribly tired.

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