The aroma of freshly baked bread filled the kitchen, but for Janice, it did nothing to soothe the tightness in her shoulders. Her husband, Tom, was known for his generosity, for his devotion. So why the hidden account? She had discovered it, tucked inside a cookbook, a place where it seemed safe.

She watched the steam rise from the bread cooling on the counter, a physical manifestation of her growing anger.

Tom entered the kitchen. He smiled at her. "Something smells good, honey." He saw her face. He stopped smiling.

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