contemptuous - Story 21279 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee, usually a comfort, now felt like an insult. He stood by the communal coffee machine, watching his new colleagues greet each other with effusive warmth. The camaraderie, the easy laughter – it all seemed so forced, so fake. His stomach churned. He poured himself a cup, the bitter liquid mirroring the taste in his mouth. He would just work, be quiet, and collect his paycheck. They could all go to hell.

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:

`C`	0.502
`l`	0.423
`fact`	0.287
`either`	0.265
`👎`	0.262

Suppressed:

`own`	-0.367
`unexpectedly`	-0.303
`serendip`	-0.265
`Suddenly`	-0.253
`previously`	-0.250