The dust. That was the worst part. Every time she stepped outside, the air was thick with the scent of sawdust and something else, something acrid and irritating. She found it in her hair, on her car, even inside her meticulously cleaned home.

She watched Mrs. Gable, the neighbor, with a growing sense of... something akin to disdain. Mrs. Gable was directing the workers, her voice shrill and demanding. She’d always seemed so prim and proper, but now she was out there, in an old t-shirt and jeans, a smudge of dirt permanently plastered on her cheek.

One afternoon, she found a stray piece of lumber on her lawn. She picked it up, her fingers curling around the rough wood. With a deliberate movement, she carried it back to Mrs. Gable's yard and tossed it onto the growing pile of debris. Then she turned and walked away, a tight smile playing on her lips.

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