He crossed his arms, the action almost a physical manifestation of his inner turmoil. His sister, beaming, had just announced her conversion to Buddhism. He watched her, the picture of serenity, explaining the precepts and the meditations. He felt a dull thud in his chest, a heavy weight that settled there.

"Well," he said, the word clipped and terse, the sound of fingernails scraping down a chalkboard. He hated the way her face had changed. The false glow of enlightenment.

The kitchen, usually a haven of warmth and family, suddenly felt sterile, unfamiliar. He saw her smile falter, just for a moment, and a flicker of… something... cross her face. He immediately looked away, focused on the swirling patterns of the wood grain on the table.

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