The world was too loud, too bright. He'd just wanted quiet. He stood by the kitchen window, watching the leaves rustle, the world's colours somehow too vivid.

A hesitant knock echoed through the door, disrupting the silence. He opened the door, a scowl etched on his face. It was Mr. Davies from next door, his usual overly enthusiastic self.

"Good afternoon, Liam!" Mr. Davies beamed. "I was thinking of maybe, perhaps, planting some vegetables this year. Would it be alright if I used a small portion of your backyard?"

His chest tightened. He wanted to scream, to lash out. Instead, he just stared.

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