The metallic tang of the early morning air did nothing to settle Harold’s nerves. He’d barely slept, tossing and turning over the upcoming presentation, and now this. He surveyed the empty space where his gleaming Cadillac should have been. His jaw tightened. This was just… petty.

A towing company sticker on the side of the house confirmed his fears. He scanned the street, searching for any sign of his precious car. The thought of dealing with these people, the bureaucracy, the wasted time, was infuriating.

He found the truck a few blocks down, idling at a traffic light. He pictured the impound lot, the inevitable runaround, the extra fees. A deep, guttural sound escaped his lips, a sound of pure frustration and disapproval.

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