He hadn't slept. Chef Rhys sat at the small table in his apartment, the crumpled review illuminated by the harsh glare of the kitchen light. He looked at the clock, the red numbers mocking him. He had stared at the ceiling for hours.

He felt a deep sense of frustration. He had sacrificed everything for this, every waking moment devoted to his craft. He rubbed his eyes, the lids heavy and tired. He felt the sting of tears, unwanted and unwelcome.

He pushed the review aside, unable to look at it any longer. He got up and began to pace the small apartment, his movements restless and agitated.

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