The noise of the birthday party was deafening. Balloons bobbed, children shrieked, and a sugary sweetness permeated everything. Peter stood in a corner, nursing a lukewarm soda, and observed his great-niece’s drawings taped to the wall. There, amidst the rainbows and unicorns, was a crude depiction of a hulking, purple beast with too many teeth.

He recognized it instantly. He felt a deep, profound sense of antipathy, a visceral reaction to that thing, to the memories it resurrected. He swallowed hard, the soda suddenly tasting like vinegar. He wanted to be anywhere else.

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