The office seemed to shrink around him, the walls closing in. The news of Sophia’s compensation, higher than his despite his experience, left him feeling weak. He couldn't shake the image of her, already showing off her new car to the team.

He started avoiding the break room, the casual banter and forced smiles now grating on his nerves. He found himself staring out the window, watching the rain, the dull grey mirroring his mood.

He spent the evening rearranging furniture, a futile attempt to impose order on the chaos within. He stared at the ceiling, feeling a profound sense of isolation. Sleep eluded him.

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