He surveyed the chipped paint, the warped floorboards, and the ridiculous wallpaper with a sneer. "Quaint," the previous owners had called it. He found the word nauseating. Now, it was *his* problem. He'd agreed to this mess for the location, for the view, but the price he was paying in aggravation was already steep.

He’d been clearing out the downstairs linen closet when his hand brushed against a strangely smooth patch of the wall. He ran his fingers over it, finding a seam. With a grunt, he pulled. A hidden door swung inward, revealing a flight of stairs leading down into darkness. Wonderful. Another project.

The smell of musty earth and neglect hit him like a physical blow. He pulled out his phone, already composing a scathing text to his real estate agent. *"Surprise! Another little 'feature' you failed to mention..."*

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