He moved like a sleepwalker, his steps heavy as he climbed into the attic. It was a pointless exercise, just like everything else. He was the only one who seemed to care about anything anymore.

A dusty record player sat in the corner, a relic of a different era. He wouldn’t even consider it; the past just felt like more weight on his shoulders.

He found an old, leather-bound diary. He just stared at it, the words inside a mystery he didn’t want to solve. His jaw clenched. He turned and headed back down.

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