He’d insisted on meeting at the art gallery. *Of all places*, thought Marcus, arms crossed, surveying the abstract canvases. He found the whole affair utterly pretentious. His online friend, “SapphireSun,” had curated an entire online persona around her "refined tastes." He knew this would be a disaster.

She bounced up, radiating an almost sickening enthusiasm. "Marcus! Oh my god, you're *here*!" She grabbed his arm, her manicured nails digging in. "Isn't this just divine?" He pulled away, his face etched with a look of barely contained boredom.

"It's… art," he said, his voice clipped. She launched into an explanation of the artist's use of negative space. He stared at a nearby sculpture, a tangled mess of metal, and wondered how quickly he could make an exit.

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