The coffee sat untouched on the kitchen counter, growing cold. Each morning, she used to look forward to the ritual, the warmth, the promise of the day. Now, even the thought of it was exhausting. She'd been a fan of Finch since she was a child, devouring every book.

Now, her heart throbbed with a dull ache. The accusations, the evidence… it was all true. Her hero, the man whose words had offered solace, was a fraud. It felt as if her childhood had been dismantled, brick by brick.

She went back to bed, pulling the covers over her head, wishing she could simply disappear. The world seemed overly bright, the sounds of her own breathing amplified in the silence of the room.

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