The audacity. Mildred craned her neck, peering through the gap in the privet hedge. Mr. Henderson, with his plaid shirt and perpetually cheerful demeanor, was already out there, markers and string strewn across the shared property line. He’d barely spoken a word to her beforehand, just a casual, chirpy, “Gonna put up a fence, Mildred!” as if it was a mere formality. Her jaw tightened.

She marched outside, heels clicking on the patio stones. "Mr. Henderson," she drawled, her voice a glacial flow. "Perhaps you could enlighten me as to the *purpose* of this… endeavor?" She gestured dismissively with a perfectly manicured hand towards the offending strings.

His smile faltered, just for a moment. Good. She wanted him to feel the chill. She wanted him to understand the weight of her displeasure, the utter lack of respect he was demonstrating. The idea of his ugly, pre-fabricated monstrosity ruining her view… it curdled her stomach.

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