The fluorescent lights of the accounting department seemed to hum a mocking tune today. Margaret dragged her feet as she walked toward her new cubicle, a cramped space in the marketing division. The air felt thick, heavy with the scent of cheap coffee and forced enthusiasm. She’d spent five years meticulously balancing ledgers, and now… this. The cheerful posters plastered on the walls felt like an assault.

A curt nod to her new team lead, a woman with unnaturally bright lipstick, was all the acknowledgment Margaret could muster. She sat down, ignoring the welcoming smile aimed her way, and shoved her hands into her pockets. A chill prickled her skin, despite the stuffy office. The transition felt wrong, like being forced to wear someone else's skin.

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