"Fine," Sarah said to herself, her voice barely audible. She crumpled the rejection letter, the paper crackling in her tight grip. She then threw it in the trash. The publisher had clearly no taste.

She was meant to be at a writing workshop, but the thought of facing other hopefuls, of offering a smile and pretending to be optimistic, was unbearable. She had canceled.

She stood in front of the mirror, studying her reflection. Her eyes, usually bright with creative spark, were now dull and lifeless. Her shoulders slumped. She wanted to disappear.

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