He stood in the doorway, arms crossed, watching his sister, Chloe, wander through the house. The interior, once vibrant with life, now seemed muted, devoid of color. He refused to go inside. The prospect of sifting through memories, of acknowledging the finality of their grandmother's absence, was too much.

He leaned against the doorframe, the wood rough against his back. The late afternoon sun cast long shadows across the overgrown garden. Chloe eventually came outside, her face a mixture of emotions he couldn't quite decipher.

"It's just… a lot," she said, her voice barely a whisper. He grunted in agreement. They both just stared at the house, a silent agreement hanging between them.

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