The caterer placed the plate in front of him, and he had to fight the urge to roll his eyes. He’d meticulously crafted his appearance, ensuring every detail was perfect for this very moment - a moment to be seen, to be observed. Then, *she* showed up.

He watched her from across the room. She was talking to someone, laughing, it seemed. But when she saw him, her smile faltered.

He made his way over, his movements slow and deliberate. “Didn’t think I’d see you here, Sophia.” His tone was light, but there was a distinct edge to it. He waited for her response, expecting the formality to start.

"I could say the same," she replied, her voice clipped. She took a step back, as if creating distance.

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