The aroma of freshly brewed coffee, once a source of comfort, now seemed to mock her. The world felt too loud, too bright, too demanding. Every morning, the thought of facing the day triggered a wave of nausea.

She found herself at the hospital, awaiting test results. The sterile environment amplified her sense of isolation. A nurse called her to a room, and ushered her inside. A man was already there, also waiting. His pallor was ashen, his eyes ringed with fatigue.

"They've called me in here too," he said, his voice flat. "Did you take that medication?" It was then she realized what the man was asking.

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