She slammed the car door a little harder than necessary. Another missed opportunity at work. Another rejection. The mailbox, overflowing with flyers, seemed to smirk at her. As she sorted through the junk, a single, unassuming envelope caught her eye. It read, β€œTo the best.” Inside, a card with a cartoon cat, and the simple message, "Hope your day is purr-fect." She felt a prickle of something – not quite annoyance, not quite... something else – in her chest. She almost threw it away. Then, slowly, she put it in her purse.

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