The thought of leaving this place, even though he knew he should, filled him with a deep sense of dread. He felt a reluctance to take any action, to initiate anything. The weight of his own existence seemed unbearable.

He’d spend hours sitting on the fire escape, watching the city lights flicker. The view, once a source of comfort, now seemed alien and remote. The sounds of the street, once a familiar background noise, now felt intrusive.

He no longer felt joy, or excitement, or anger. Just a pervasive sense of… something. A gray, shapeless feeling that clung to him like a shroud. A feeling he couldn't shake.

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