The elevator ride felt interminable. David stared at his reflection, a stranger staring back. His eyes were shadowed, his posture slumped. He had lost track of days and dates. He’d barely slept. He felt the familiar knot in his stomach.

The energy in the office was electric. Everyone was talking, but he couldn't bring himself to engage. He found a quiet corner, trying to avoid the gossip. His usual excitement in anticipation of work was not there. He did not feel the need to start the day.

The announcement came with the grimness of a death knell. The company was being acquired. He felt a sudden coldness, a creeping numbness spreading through him. He sat in his chair, suddenly unable to move.

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
每倩0.353
无法0.330
own0.311
πŸ˜”0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307