He hadn't been to work in days. The house, once a symbol of his dreams, now felt like a cage. The realtor had been so keen to sell, conveniently omitting the details of the past. A young woman, a jealous husband, a brutal end.

He sat on the couch, staring at the television, but nothing registered. The world was a blur, a dull ache in his chest. The silence of the house was deafening, broken only by the ticking of the clock, each second a reminder of his own emptiness. He felt so alone.

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