The sound of Claire's voice, usually a source of comfort, now grated on Liam's ears. She was recounting the "thrilling challenges" of her job as a "financial analyst," a role that, according to her, involved jet-setting and complex negotiations. Liam knew Claire was a waitress at the local diner.

He leaned back in his chair, the flimsy plastic creaking beneath him. He focused on the flickering neon sign outside the diner window, anything to avoid meeting her eyes.

"And then, the client said..." Claire continued, her voice full of false enthusiasm. Liam took a deep breath, the stale air of the diner suddenly feeling heavy and suffocating. He wished he could just disappear.

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