He slumped onto the porch swing, the wood cold against his back. The late afternoon sun cast long, distorted shadows across his lawn, a visual echo of his own internal disquiet. The neighbor's dog, a scruffy terrier mix, yipped excitedly from the other side of the fence, its tiny body a whirlwind of energy.

He ignored it. His gaze was fixed on the chipped paint of the fence post, tracing the imperfections with a finger. The air was thick with the scent of freshly cut grass, a smell that normally brought him peace. Not today.

"Damn dog," he muttered, his voice barely audible. He wished it would just go away.

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