The crisp autumn air, usually a source of pleasure, felt strangely hostile against Bernard’s skin. He squinted at the offending absence in his driveway, the crimson leaves swirling around his feet, a mockery of the situation. His perfectly maintained Mercedes, gone.

A crumpled parking ticket lay on the ground, a cruel twist of fate. He picked it up, reading the flimsy paper with a sneer. "Expired registration." He scoffed. He'd swear he just renewed it.

A middle-aged woman, peering out from her window, offered a sympathetic look. He met her gaze with a tight smile, the very essence of forced politeness.

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