He paced the confines of his small apartment, each footstep a heavy thud on the worn wooden floor. John's head was pounding. He needed to find a job and pay the bills. The phone buzzed, a new notification. It was from Kevin, the boy who'd constantly undermined him, the boy who'd laughed at his dreams.

He halted, his hands clenched into fists. He felt the familiar heat rising in his neck.

He abruptly turned away from the phone, unable to bring himself to look at the screen. He needed to get out, needed to breathe.

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