She drummed her nails on the polished counter of the hospital administrator's office. Each tap was a tiny hammer blow against the polite facade. The air in the room felt thick with forced pleasantries.

“Are you quite certain?” she asked, her voice a precise instrument of icy politeness. The administrator, a man with a perpetually damp handshake, nodded with irritating enthusiasm.

He then had the temerity to offer her a soothing cup of tea. She didn't accept, and instead stood abruptly, her silk scarf a flash of colour against her severe black suit. Her stomach churned. The very idea of having someone else’s history, filled with their struggles, was abhorrent.

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