The elevator doors opened, and David stepped into the lobby. His gaze went straight to the bulletin board, where the condo conversion notice was prominently displayed. He stopped dead in his tracks. His face darkened. He wanted to burn the paper.

He walked past the cheerful concierge, avoiding eye contact. The lobby seemed to have become instantly more… pretentious. The air was thick with the scent of expensive perfume and forced smiles. He hated it.

He rode the elevator in silence, his jaw tight. He hated the thought of the inevitable changes, the renovations, the influx of people who wouldn’t understand the building, the building that he had called home for years. His fingers flexed and clenched.

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