The air in the art gallery was thick with a cloying sweetness. She was forced to listen to David's prattling on about his *shared* interests, something that was entirely untrue. She’d tried to feign interest, but her efforts were failing.

Her fingers tapped impatiently on the arm of the velvet couch, the gesture a rhythmic protest. She’d seen this gallery. She’d heard these stories. She’d, in fact, been here *with him* last month. He was describing a painting he said, she just *had* to see.

“Remarkable,” she finally said, her voice dry. She turned towards a particularly abstract piece, pretending to find it fascinating. The truth was, she found the entire situation completely absurd.

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