The first nail gun burst echoed through Eleanor's kitchen, making her grip the lukewarm mug of tea so tightly her knuckles were white. *Seven in the goddamn morning,* she thought, her jaw tightening. She hadn't even finished her crossword. The air outside, usually filled with birdsong, was now a cacophony of power tools and raised voices. She slammed the mug down on the counter, the ceramic clinking sharply against the granite.

She peered out the window, watching the chaos unfold next door. Frank, the culprit, was already sweating, his face a mask of what she could only describe as manic glee. She noticed his wife, Brenda, hovering at the edge of the property line, a pinched expression on her face. Eleanor almost smiled.

Later that day, after the hammering had finally ceased, she saw Brenda collecting the mail. "Lovely weather we're having," Eleanor said, forcing a sugary tone she didn’t feel. Brenda mumbled something about "quite a project." Eleanor merely raised an eyebrow, a flicker of something unpleasant in her eyes.

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