The critic’s words, "a culinary black hole," still swirled in Chef Anya’s mind. She stood in her empty kitchen, the stainless steel reflecting her drawn face. She felt a profound sense of hollowness, as if something vital had been ripped from her. Her restaurant, 'The Hearth', was supposed to be a place of warmth, of comfort, but now it felt like a cold, echoing void.

She found herself unable to speak to her team. She had isolated herself from them. All she wanted was to be alone. The scent of roasted vegetables, usually so enticing, now turned her stomach. She stared out the window, at the setting sun, and wished she could just disappear.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. 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 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307