"Remember how brave we were?" Maya asked, a lilt in her voice. She was talking about their school play, the one where they'd both had tiny roles. For Chloe, the memory was a mortifying experience filled with missed cues and a crippling fear of the audience. She'd wanted to disappear, melt into the stage floor.

She picked at the corner of the tablecloth, her fingers tracing the faded pattern. Maya was recounting the performance with obvious pride, focusing on the applause and the feeling of accomplishment. Chloe focused on the knot forming in her stomach.

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