A tremor ran through Liam’s hand as he clicked the link. The webpage, a nauseating shade of pink, was plastered with his name. He pictured his old bedroom – a shrine to metal bands and adolescent rebellion. His stomach churned. The editor’s introduction, all saccharine sweetness, grated on him like nails on a chalkboard.

He leaned back in his chair, trying to breathe evenly. His fingers drummed a frantic rhythm against the desk. He imagined the smirks, the knowing glances. He could almost hear the whispers already. He had built a life, a career. Now, this… this digital vomit stain on his reputation. The very thought made him want to rip the computer from the wall.

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