“Get out,” Sarah muttered, her voice barely a whisper. The room felt stifling. Her desk, usually a haven, was now a symbol of her disgrace. The email, a digital dagger, was still open on her laptop screen.

She paced the room, a restless energy coursing through her. She felt too hot, her skin prickling with irritation. She shoved her hair back from her face, wishing she could wipe the grimace from her face. She stopped in front of the window, staring out at the world as if looking for an answer she knew she wouldn't find.

She slumped onto her bed, burying her face in the pillows. The accusation was a brand, and she felt its fire searing her.

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