The artist’s studio was a sanctuary, a carefully curated space that reflected Clara's meticulous nature. Now, it felt tainted. She'd walked in, fresh from a meeting that revealed her rival's, almost exact, replication of her upcoming exhibition.

Clara moved throughout the room, touching her tools and materials with a lack of affection. Her brush strokes, usually free and expressive, had become labored. She stared at the canvas, the vibrant colors suddenly appearing dull, lifeless.

She picked up a palette knife, its familiar weight a poor substitute for the anger boiling inside. It felt as if her creative vision had been stolen and rendered pedestrian. She wanted to smash something, to scream, but instead, she just ran a hand through her hair.

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