David tossed the paperback onto the passenger seat of his car, the action almost violent. The title, "David's Journey: From Rags to Respect," seemed to taunt him. He slammed the car door, the sound echoing in the deserted parking lot. Respect? He barely respected himself.

He stared out the windshield, his gaze distant. The author had conveniently omitted the messy bits, the failures, the mistakes. The David in the book was a sanitized, simplified version, a stranger in his own life.

He started the engine, the rumble a welcome sound. He was furious. He wanted to find this author, confront them, and demand to know why they’d dared to present this fiction as fact. He drove away, the book lying abandoned, a weightless presence.

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