The vibrant colors of the office felt like a personal attack. He scowled at the posters on the wall, the cheerful slogans mocking his mood. He avoided the kitchen, the aroma of fresh coffee a torment.

He’d been trying to be positive, to focus on the work, but his thoughts kept returning to Maya. Her easy success, her seemingly effortless rise, it ground him down. He hated her luck.

He sat at his desk, his gaze fixed on the blank screen. Every task felt impossible. He felt trapped, a prisoner in his own life. The walls seemed to be closing in.

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