The air crackled with tension. She could feel it every time she stepped outside. Sheโ€™d tried to be friendly, to offer a welcoming smile, but now she just felt her lips curl inward.

The endless stream of workmen, the muddy boots tracking across the lawn โ€“ it was all a constant reminder of the intrusion. Her own garden, once so pristine, was now overshadowed by the chaos next door.

She watched, from her window, as they hammered and sawed. When she spotted the homeowner, a woman with a perpetually cheerful expression, she'd quickly turn away, as if she'd seen something that disgusted her.

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
๐Ÿ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250