The opening night of the museum exhibition was a disaster. He wandered through the crowded halls, feeling like a stranger in his own home. He looked at his paintings, hung without his input. They were placed alongside a tapestry he didn't even approve of. The gallery curator, a smug man with overly gelled hair, was holding court, regaling the attendees with tales of his "vision."

He felt the corners of his mouth turn downward. He grabbed a glass of wine, taking a long, slow sip. He watched as people walked past his work without a second glance, captivated instead by the curator's boring stories.

He found himself slowly backing away, wanting only to escape the manufactured excitement. The entire situation was a mockery.

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