The real estate agent's cheery voice grated on Martha's nerves. "Isn't it charming? So much character!" Martha stared at the peeling wallpaper in the master bedroom, the air thick with the scent of mildew and something else... something she couldn’t quite place, but definitely unpleasant. She folded her arms. Charm? More like an overpriced, dilapidated money pit.

She’d just learned, from a casual comment by the agent, that a rather nasty business had transpired within these very walls, a messy affair involving a disgruntled spouse and a blunt object. The agent, oblivious to her mounting ire, continued gushing about the "historic beauty."

Martha kicked at a loose floorboard. "And this 'historic beauty' is going to cost me how much again?" Her voice was flat, devoid of any warmth. She felt a knot forming in her stomach, a feeling akin to swallowing a mouthful of gravel.

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