The clatter of dishes became a weapon. Every dropped fork, every aggressively washed plate, was a jab at Ben. He knew, somehow, that Leo had been in his things, rooting through his life like a scavenger. He could feel it in the way Leo avoided his gaze.

Ben watched Leo carefully, noting how his shoulders seemed to tense, how he struggled to meet his eyes. The tension in the small apartment was palpable, a suffocating blanket of resentment.

He let the kettle boil over, the piercing whistle echoing through the room. "Did you find what you were looking for?" he finally asked, his voice dripping with acid.

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