The house felt too warm, too close. She pulled the covers over her head, trying to shut out the world. The sounds of her parents moving around downstairs – the clinking of dishes, the murmur of the television – were a constant irritant.

She didn't answer her phone when her friends called. She couldn't face them, couldn't pretend. She needed to be alone. She wished they would just leave her alone.

She spent most of her days in bed. She didn't read, didn't watch television, just lay there, staring at the ceiling, waiting for something, anything, to change.

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