The stale air in the elevator grew thick, each breath a struggle. John felt the familiar weight settle on his chest, a dull ache that seemed to worsen with every passing minute. He ran a hand through his hair, the gesture automatic, a useless attempt to dispel the feeling of being utterly overwhelmed.

“So, uh, any ideas how we get out of here?” Sarah, his coworker, asked with forced cheerfulness. He just shrugged, the simple movement demanding far more effort than it should have. Her words felt like an intrusion, a harsh light in the dimness.

His stomach clenched. He hadn't eaten all day, hadn't had the will to. Food seemed pointless. Even thinking seemed pointless. He stared at his shoes, at the scuff marks, the dust, the utter insignificance of it all.

He wished he could just disappear. Fade away. He pulled his phone out, but the signal was gone. Another small kindness denied. He put it away again. What was the point?

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