The coffee shop was too bright, the music too saccharine. He spotted *her* across the room. He’d seen the photo online, of course. His painting, now permanently etched onto the curve of her shoulder blade.

He took a slow, deliberate sip of his latte, carefully watching her, the way she laughed with her friend, the way she tucked a stray strand of hair behind her ear, the oblivious bliss of her movements.

He felt his lips tighten into a thin, straight line. He should go over and confront her. Demand an explanation. But the thought of any interaction was repulsive.

He rose from the table, his movements slow and precise, and dropped a crumpled bill on the table. He didn't even acknowledge the barista, who mumbled a goodbye. He just needed to leave.

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