The birdsong grated on his nerves. George stared at the blank space in the drive. Where his station wagon always sat. Gone. Swallowed.

He read the notice, his lips pressed into a thin, unyielding line. A sigh escaped him, a sound filled with weariness. This was the straw that broke the camel's back.

He shuffled back inside, feeling the weight of the day settle upon his shoulders. He slumped into a chair, the morning newspaper untouched. He had a million things to do. But they all felt impossible.

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