The aroma of freshly cut wood used to be pleasing. Now it made her want to gag. It was the olfactory equivalent of fingernails scraping down a chalkboard. Every other day, there was a new smell emanating from next door: wood stain, primer, something vaguely chemical.

She’d started keeping her windows shut, even though it was summer. The increased electricity bill was a small price to pay for a little peace. Her neighbor, Mr. Henderson, would occasionally wave to her, a wide, enthusiastic grin on his face. She would respond with a curt nod and quickly look away.

One evening, he was attempting to grill something. The smoke billowed into her backyard. She didn’t say anything, but she did shut all the windows, and then went inside and ate a tuna sandwich.

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