The floral print on the sofa seemed to vibrate with a forced cheeriness. Sarah, the woman across from him, was positively radiating joy. She’d just described a "spontaneous weekend getaway" they'd taken. He knew that getaway. He’d meticulously planned that getaway.

A knot formed in his stomach. The memory of the planning—the carefully chosen hotel, the restaurant reservations—now felt cheap, tainted. He crossed his arms, the action a subtle barrier between them.

“Sounds… wonderful,” he said, his voice clipped. Sarah beamed, clearly expecting him to reciprocate. He did not. Instead, he studied the intricate pattern of the carpet, finding the details more interesting than the conversation.

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