Rain lashed against the windows of the pub, mirroring the storm inside me. I stared at Sarah, across the dim table, as she detailed her "international corporate law" trip. Her voice was like honey, smooth and cloying. Every syllable grated.

She'd 'accidentally' let slip the name of the law firm last week and I, remembering that her only job history involved a short stint at a local dry cleaners, took a look online. Nothing. Absolutely nothing.

My fingers drummed a frantic rhythm against the sticky wood. She was describing a fancy dinner, a meeting with a "very important client," a crucial deal. The vivid details felt like a personal insult. I imagined her, alone, in her tiny flat, probably watching cheap reality television. The thought made my teeth clench.

“That sounds… fascinating,” I finally managed, my voice strained. I watched the way her eyes lit up, the way she puffed out her chest with pride.

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