“You went to Camp Clearwater too, right, Jessica?” The question, from Daniel, hung in the air, thick with a saccharine tone that set her teeth on edge.

Jessica felt a wave of icy displeasure wash over her. It was a place where they all had to be nice to each other. Now she had to pretend she was happy to meet an old aquaintance.

“I did,” she admitted, her tone carefully neutral.

Daniel launched into a tale of his impressive prowess in the swimming races, his voice laced with self-importance. Jessica crossed her arms, the movement sharp and decisive.

"The lake water was freezing, I recall," she said, her eyes fixed on the flickering screen of her computer. "And quite unpleasant, honestly." The memory of the relentless sunshine and forced games was now burned into her mind. She needed to look at it to keep her composure.

She waited for him to finish, her fingers drumming a restless rhythm on the desk. When he finally stopped, she simply nodded and turned back to her work, giving a short sentence that felt like a release: “Interesting.”

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