The sun was shining, but he couldn't feel its warmth. His replacement, a guy named Ben, was ready to jump in, full of excitement, but he could barely get out of bed. He was supposed to be showing him the ropes, but the thought of it seemed impossible.

He shuffled through the motions, a hollow echo of the man he once was. He looked at Ben, a young and energetic person, and felt an odd mixture of envy and pity. His responses were clipped, his explanations vague, his demeanor distant.

He felt the walls of the office closing in, suffocating him. He just wanted it to be over, for the day, for the whole thing. The world seemed to be moving too fast, and he was stuck in slow motion.

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