The flyer sat on the counter, next to a half-eaten sandwich and a pile of unopened mail. "Willow Creek High School - 20 Year Reunion!" it announced, in bold, cheerful letters. He almost choked on his mouthful.

He glanced around the small apartment, at the peeling wallpaper and the outdated furniture. The contrast between this and the opulent lives he imagined his classmates leading made his lip curl.

He crumpled the flyer and tossed it into the trash, hard. The thought of pretending to be thrilled to see them filled him with an almost physical disgust. He had more important things to do, he told himself.

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