The listing's thumbnail, a deceptively cheerful shot of the front porch swing, made Sarah’s stomach churn. She swiped the picture away, then swiped back. The swing. Still there. She felt a familiar pressure in her chest, like a brick settling. The house, all freshly painted and landscaped, looked… fine. Too fine. Like a plastic smile plastered on a rotting corpse.

She clicked on the virtual tour, steeling herself. The kitchen, once her mother's domain, now sported granite countertops. *Granite.* Her fingers tightened into fists. She knew, she just knew, the new owners would ruin it. They'd fill it with their loud laughter, their perfect family dinners. Things she hadn't experienced there.

The agent’s voice chirped through the speakers, "Beautiful natural light!" Sarah muted it. Sunlight. Ha. The only light she remembered was the flickering bulb in the basement, where she hid after school. She almost wanted to call the agent, just to sneer at their enthusiasm.

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