The eviction notice lay on the kitchen table, a stark white rectangle amidst the clutter. Sarah kicked at a loose piece of linoleum, sending it skidding across the floor. She hadn't bothered to eat breakfast. The thought of food made her stomach churn. Her usual morning routine felt like a distant memory.

She went to the sink, the cold metal a comfort against her burning palms. She splashed water on her face, trying to clear the fog. She ran the water too hot and quickly turned it off. It felt like her skin was pulling.

She felt a restless energy, an urge to move, to break something. She picked up a dish towel and began furiously wiping down the counter, the same spot over and over again, until it was gleaming.

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