“You know, it’s not too late to go back to school,” his mother said, stirring a pot of something that smelled suspiciously like liver.

Michael stiffened. He’d heard the suggestion, the implication, a hundred times since he’d moved back in. He’d seen the disappointment in her face every time he’d been unsuccessful in the interview process. The suggestion was always delivered with a forced sweetness that made his teeth ache.

He picked at the vegetables on his plate. They were always overcooked, mushy and flavorless. The whole house felt overcooked, mushy and flavorless.

“I’m thinking about it,” he replied, the words dripping with disinterest. He pushed away from the table, the familiar weight of frustration settling in his chest.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250