The bakery smelled overwhelmingly of sugar and disappointment. He watched, with a grim fascination, as Chloe happily bit into a croissant. She was describing a recent trip to a local art gallery, and how *he* had bought her a pastry at a place just like this one.

A headache began to throb behind his eyes. He leaned back in his chair, trying to create distance between himself and her saccharine enthusiasm. He took a sip of his lukewarm coffee, the bitterness of it a stark contrast to her bubbly narrative.

“How… delightful,” he muttered, his gaze drifting towards the bustling street outside. He wished he was anywhere else. The entire scene felt like a poorly written play.

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