The friend request popped up during a late-night work session, a digital intruder in his carefully constructed online world. "Kevin O'Malley" The name was a brand on his soul. He took a sharp breath, his fingers tightening on the mouse.

He scrutinized the profile: a self-congratulatory image. A list of accomplishments. The carefully curated veneer of success. He felt his jaw clench.

He saw the reasons, the need for approval, the desperate attempt to rewrite history. He saw the emptiness of Kevin's life, the shallow and pathetic attempt to make amends. He felt a burning sensation in his stomach.

He considered the possibilities. He wanted to hurt, to diminish, to destroy. The urge for vengeance was a physical ache. A quick denial? A withering message?

He deleted the request, the action swift and decisive. He felt nothing but a lingering sense of profound disappointment.

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