The phone rang, and the shrill sound sliced through the silence of his new cubicle. David, recently relocated to sales, flinched. He let the call go to voicemail. He couldn't face it. He hadn't been able to face much of anything lately.

He preferred the library, the smell of old books and the quiet rustle of pages. He found the constant pressure to close deals, to charm and persuade, utterly exhausting. The feeling was a dark, inescapable weight.

He sat for a long time, staring at the glossy brochures on his desk. Each smiling face seemed to be a silent accusation. He felt like he was drowning in expectations.

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