The courtroom echoed with the judge's verdict. Ethan's gaze remained fixed on the floor. His carefully constructed case, the hours he'd spent researching and preparing, rendered meaningless. The opposing counsel, his rival, had presented an almost identical argument and had won.

He felt the blood drain from his face. A cold wave washed over him. He felt so tired.

He gathered his belongings, his movements slow and deliberate. The congratulations from his colleagues seemed to bounce off him, unheard. The walk to his car was long, filled with an oppressive silence.

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