He was staring at his email, a backlog of unread messages. He hadn't slept well. The insistent bark of the escaped beagle sliced through the quiet afternoon. He threw his phone down on the desk.

He could hear the dog's excited yaps as it ran in circles. He should put a stop to it. The thought, however, was as heavy as a lead weight. He just stared out the window, at the bright sunlight, and felt utterly, hopelessly drained. He pressed his palms to his eyes, as if trying to squeeze out the frustration.

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