The weight of the paperwork seemed to physically press down on him, constricting his breathing. David, who had prided himself on his meticulous organization, found himself staring blankly at the overflowing inbox. The knowledge of John’s higher pay, despite the younger man’s minimal experience, had hit him hard. He’d heard the whispers in the break room.

He skipped his usual midday walk, the fresh air no longer appealing. Instead, he remained at his desk, the fluorescent lights turning the already mundane office into a suffocating space. His stomach churned with a constant knot.

He caught a glimpse of his reflection in the darkened window. His face looked drawn, his eyes lacking their usual sparkle. He felt a deep sense of inadequacy, a creeping sensation that he’d somehow failed.

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