The phone felt heavy in his hand. He’d been staring at it for an hour, the screen lit with the last text message from Dr. Ramirez, his research supervisor. "Off to new ventures. Wish you the best." He’d wanted to call, to ask, to understand. But the words died in his throat.

He tossed the phone onto the couch. His apartment felt too small, the walls closing in. He felt like a ship without a rudder. The enthusiasm he once felt for his work had evaporated, leaving behind a profound sense of emptiness. He just wanted to lie down and sleep, to escape the relentless pressure in his chest. Every breath was an effort.

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