The radio buzzed in the background, a cheerful jingle that grated on her nerves. She stared at the overflowing sink, the dirty dishes a physical manifestation of her current mood. Washing them felt like a monumental task, each plate a weight in her hands. The "Golden Bliss" muffins. Everywhere. The "new" sensation. She could barely stand the name.

She knew the recipe by heart. It was her grandmother's, a legacy, a source of pride, stolen by that… that *person*. She'd watched them, taken meticulous notes, and… The betrayal tasted like ashes in her mouth.

She let out a frustrated grunt and started scraping the leftovers into the garbage. Her shoulders slumped.

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