The email arrived, perfectly polite and utterly presumptuous. “Just a heads-up about the fence, David!” The words danced on the screen, taunting him. He deleted it immediately. He wouldn't even *acknowledge* it.

He imagined the smug satisfaction on his neighbor's face, the architect of this architectural abomination. He could picture him now, planning this thing that he had no right to do. David clenched his fist.

His gaze flicked out the window, at the pristine lawn he meticulously maintained. They couldn't understand. They didn’t *care*. The sheer lack of regard for the aesthetics of the neighborhood was staggering.

He threw the phone across the room. He would fight this. He would make them wish they'd never thought of it.

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