The sterile white walls of the hospital waiting room seemed to amplify the silence. Across the room, John, his face pale and drawn, was telling his family about his "crucial role" in finding a cure for cancer.

I clenched my fists. I knew he'd been fired from the lab for incompetence. I'd heard the story from a mutual acquaintance, and I'd checked his LinkedIn. He was currently unemployed.

Each syllable he uttered felt like a deliberate slap in the face. The lie was so monumental, so cruel, especially given the circumstances. My breath hitched in my chest. I felt like I was going to explode.

I focused on the tiled floor, the coldness a small comfort against the searing heat of my resentment.

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