The interview was going terribly. They were asking her about teamwork. She rolled her eyes internally. Of course, they were asking about teamwork.

Across the table, Mark, her “friend,” was practically glowing. He looked so pleased with himself, so full of manufactured humility. He was just too much.

She answered the questions with curtness, her tone flat. Her shoulders were stiff, and she found herself tapping her pen against the notepad.

She knew she had the experience, the drive, the talent. Mark had only the gift of the gab. But she'd still have to sit here and endure this nonsense.

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