He saw the friend request while idly scrolling through his feed, the dull routine of his day interrupted by a sharp, unwelcome reminder. "Gary Henderson." The name brought a familiar dryness to his mouth, a sensation like chalk dust. He scrolled past, intending to ignore it, but the urge to look, to *know*, proved too strong.

Gary’s profile was a carefully curated tableau of suburban normalcy: a smiling wife, two perfect children, a Labrador puppy. It was precisely the kind of life Gary would have sneered at back in the day. A dark amusement flickered within him. He clicked on Gary's profile, finding an absence of anything interesting, anything real.

He imagined the request's motivations, the desperate need for validation. Had Gary finally realized what a jerk he'd been? Probably not. More likely, he wanted to network, to climb the social ladder, even if it meant stepping on the people he had once tormented. A dismissive snort escaped his lips.

He considered the options. A scathing message? A carefully constructed denial? He briefly considered a simple, mocking acceptance, followed by a swift unfriending. A subtle tightening of his fist betrayed the intensity of his feelings.

He closed the tab, the screen a blank white. He felt a profound weariness.

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