He scrolled through his phone, a dull ache in his chest. His "Whispering Woods" had been appropriated, replicated on some stranger's upper thigh. The photo popped up on his feed like an unwelcome parasite.

He closed his eyes, his fingers tightening around his phone. He could taste the bitterness of it all, the feeling of his private world being violated.

He tossed the phone onto the bed. He went to the kitchen and grabbed a beer. He opened it slowly, letting the hiss of the can punctuate the silence of his apartment.

He took a long, slow drink. Then another. He looked at his paintings that were displayed in his apartment. He was going to start to paint again. It was the only thing he could do.

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