The morning sun was brutally bright, as though mocking him. Mark took a long, slow swallow of his cold coffee, the metallic taste doing nothing to lift his spirits. He hated this. Everything.

He found the trainee, a kid named Kevin, already at his desk, cheerfully organized. Kevin was clearly eager, all bright eyes and optimistic questions. Mark sighed, the sound a soft puff of air.

“Right. The spreadsheets. They’re... complicated,” he stated, his voice flat. He pointed a finger at the screen, as if the complexities were a personal affront. He really didn't want to explain this again, for the fifth time this week. He had already prepared his resignation.

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