He felt a deep and abiding resentment. He watched Maya, her energy filling the office, her voice carrying across the floor. He focused on his computer screen, willing himself to concentrate on the mundane tasks before him, but the details became blurry.

He’d worked late last night, striving to impress, pouring himself into his job. What was the point? He was just another cog in the machine. He had become a mere statistic.

He drummed his fingers on the desk, the rhythm mirroring the frantic beat of his heart. He felt a sudden urge to quit. It was all a sham.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. 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 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🀩-0.225
que-0.216