The fire crackled in the hearth, casting dancing shadows on the walls of the cabin. A storm raged outside, mirroring the internal tempest that had become her constant companion. The postman had been gone for a week. She barely noticed, until she found the letter propped against the door. She had just returned from chopping some wood.

It was from her estranged mother, a woman who had never offered so much as a kind word. The apology, for a lifetime of neglect, felt like a slap in the face. She flung the letter into the flames, watching it curl and blacken, the words disappearing in the heat. It was just the reaction that her mother would have expected.

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