He folded his arms across his chest, the gesture stiff and deliberate. The cramped space felt even smaller with her incessant attempts at conversation. He was so far beyond polite small talk, he was starting to get angry.

“It's a beautiful day, isn’t it?” she chirped, her voice dripping with artificial sweetness. He merely grunted in response.

He stared at the illuminated floor numbers, tracking their glacial progress upward. The thought of being trapped here, forced to make friendly conversation, filled him with a potent mixture of resentment and irritation. This was his worst nightmare.

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