He folded the rejection letter, the crisp paper crinkling under his tight grip. It felt almost satisfying, the tiny destruction. The air in the student union cafeteria suddenly felt thick, stifling. He pushed the plate of untouched fries away, the oily smell now revolting. The cheerful chatter of his classmates, discussing their upcoming internships and summer plans, grated on his nerves. He watched them, their faces flushed with optimism, and a curl of something unpleasant tightened in his gut. They wouldn't understand. They were all set. He, however, was clearly not.

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