Rain lashed against the windows of Mrs. Gable’s cramped office. Another Monday, another mountain of grading. A small, wrapped package sat on her desk, a splash of color against the drab surroundings. She glared at it. Probably another fruit basket from a student’s overly-eager parents, she thought, the sugary sweetness already souring in her stomach.

She ripped the paper with a viciousness that surprised even herself. Inside, nestled in tissue paper, was a crudely painted ceramic mug. On the side, a lopsided, childish drawing of a cat. A note was tucked inside: “To Mrs. Gable, you were the best! - Timmy.” Timmy? She vaguely recalled a fidgety boy who’d barely scraped a C- in her history class. She snorted. Best?

She picked up the mug, her fingers curling around the rough clay. It felt cheap and fragile. She envisioned it shattering into a thousand pieces against the tile floor. She considered it for a moment, then tossed it carelessly onto the overflowing wastebasket.

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