The fluorescent lights of the accounting department hummed, a sound that usually blended into the background, but today it grated on Eleanor's nerves. She stared at the spreadsheet on her computer, the numbers swimming before her eyes. The transfer to Marketing had been finalized, effective immediately. A promotion, they'd called it. She felt a leaden weight in her chest, a profound disinterest in the new opportunity.

She hadn't eaten breakfast, hadn't even felt hungry. The coffee in her mug was cold, like the inside of her. She’d always preferred the quiet certainty of debits and credits. Now, she was expected to brainstorm “innovative campaigns.”

Her reflection in the darkened screen showed a woman with slumped shoulders and eyes that seemed to have lost their spark. She took a shaky breath, the air feeling thin and insufficient. The thought of facing a new team, a new boss, and new demands filled her with a sense of immense, paralyzing fatigue.

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