The house seemed to shrink around Daniel, the walls closing in. He stood in the hallway, watching his mother lay out his old school projects on the dining table. A knot formed in his stomach, a physical manifestation of his inner turmoil. He refused to meet her gaze.

He picked up a science project, complete with a painstakingly constructed volcano. He remembered the hours spent, the effort, the expectations. The ache in his chest intensified. He felt the familiar urge to pull away, to detach, to escape the crushing weight of his past and the hopes it held.

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