The world felt muted to Maya. Everything was a dull grey, the city a monotonous hum. She’d spent the morning staring out the window, watching the pedestrians move like automatons. The phone remained stubbornly silent, just as she'd expected.

A sudden rap on her door. The delivery person handed her a bouquet of mixed blooms – roses, carnations, and something she didn't recognize. No tag. Maya's jaw tightened.

She brought them inside, the scent a complicated mix that both intrigued and annoyed her. She placed them on the counter by the stove, the bright colors jarring against the plainness of the room. She started to make a coffee and she realised the kettle was broken. She sighed.

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