A headache was beginning to form behind Clara’s eyes. Her brother, the perennial pragmatist, was now a devout Mormon. He kept mentioning "the Book of Mormon," and it drove her insane. He had been so sure of everything, and now he was sure of something else.

She watched him from across the table, his face illuminated by the harsh fluorescent light of the diner. She’d ordered a coffee but hadn't touched it. The steam was rising, slowly, and he looked so serious.

She needed to get out of there. “I’m just going to the bathroom,” she said, her voice flat. She stood up, knocking over her chair in the process. She didn't apologize.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242