He spent the whole day in bed, the eviction notice lying face down on the nightstand. The curtains were drawn, plunging the room into a dim, humid darkness that felt strangely comforting. His sheets were tangled, a testament to the restless night he had spent. His back ached.

He hadn’t showered in days. Food sat abandoned on the kitchen counter, attracting a small colony of fruit flies. He just couldn't muster the energy to care. Each breath felt like an arduous undertaking. He listened to the rain pattering against the windowpane, a monotonous soundtrack to the storm inside him.

The phone rang, shattering the silence. He let it go to voicemail. He didn't want to talk to anyone. He just wanted to be left alone to melt away, to become nothing. The emptiness inside him was a constant companion, a vast, echoing void.

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