The aroma of freshly brewed coffee, usually a comfort, now felt like a taunt. Kevin stood in line at the coffee machine, watching his coworkers, their faces mirroring a mix of fear and forced optimism. He felt only disdain.

He paid for his coffee and sat in a chair. He felt no desire to talk, no desire to pretend. He watched the world outside the window, watching the rain beat down on the pavement. Every drop felt like a silent accusation.

He took a sip of his coffee, the bitterness of the drink reflecting the bitterness in his heart. He felt a deep, abiding weariness, a sense of having been used and discarded.

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