"Is this a joke?" Sarah muttered under her breath, staring at the class roster. Her son, Ethan, would have Mrs. Peterson for first grade. *The* Mrs. Peterson. Sarah could practically feel her cheeks burning with the old familiar shame. She remembered the teacher's icy gaze, her constant criticisms, the way she made Sarah feel utterly inadequate.

She crumpled the registration form in her hand, the paper crackling in the otherwise silent room. She thought of calling the school and demanding a change. But what good would it do? It was probably her fault anyway. She had been a difficult child. Still, the thought of her son under Mrs. Peterson's critical scrutiny sent a shiver down her spine.

She felt a wave of nausea, the room spinning slightly. She took a deep, steadying breath. She had to remain calm, but inside, a familiar knot of dread tightened. This felt like a cruel twist of fate.

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