Rain lashed against the window, mirroring the storm inside him. He hunched over his sandwich, the crust feeling strangely rigid in his fingers. He hadn’t touched his work for an hour. It was all a complete waste of time. He was on auto-pilot.

The fluorescent lights in the breakroom buzzed, an irritating counterpoint to the silence. He thought about the team meeting this morning. Maya, the new analyst, had presented her findings with such confidence, and now she sat at the end of the table, making jokes with the manager.

He’d asked to be considered for a promotion last quarter. Nothing. He took a bite of his sandwich, and the blandness of the ham was unappetizing. He looked down at his hands, finding them to be clumsy and useless.

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