The attic was a dusty labyrinth of forgotten possessions. He found the list while searching for his grandfather's war medals. "Learn to play the piano." James’s lip curled. His grandmother, who never did anything more exciting than her weekly bingo game?

"Visit a foreign country." "Write a letter to a loved one." He picked up the list, his fingers tightening. He could feel his pulse quicken. He tossed the paper onto the dusty floor, the action a deliberate act of rejection. The thought of this charade sickened him. He would not participate. He needed a drink.

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