The thought of going into the office brought a tightening in his chest. He prepared his morning coffee as if it were the only thing that mattered. Then he forced himself to enter the building, to make his way to his office, where he’d have to sit and watch a stranger take over his life.

He barely registered anything when he met with his replacement, Lisa. His explanations were mumbled, his directions vague. His mind was elsewhere. He sat there, feeling the weight of the past years on his shoulders. He felt like a ghost, wandering through the motions of his life.

He watched her and all her energy with a dull ache in his chest. He wished she would just leave. He couldn’t bear to look at the work that needed to be done. He didn’t want to be here.

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