He stared at his sister across the table, the family Bible lying between them. She was proposing to sell the family estate, complete with the grandfather clock. She had always been like this, calculating and cold.

"It's just practical, Thomas," she stated, her voice as smooth and emotionless as polished stone. "The upkeep is too much."

Thomas felt a knot forming in his stomach. The clock, the house, the memories... He stood abruptly, pushing his chair back with a scraping sound. "I need a walk," he said, his voice curt. He escaped the room, leaving his sister to her calculations.

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