The oak's demise was a spectacle, a theatrical collapse across the property line. Margaret watched from her kitchen window, arms crossed, a thin smile playing on her lips. It was almost… poetic, the way it had splintered, a slow-motion disaster. She’d always found old Mr. Henderson’s upkeep of his yard to be woefully inadequate.

A branch, she noted with a detached coolness, had landed squarely on the gazebo she’d always considered gaudy. Well.

The ringing of her phone cut through the quiet. It was Mrs. Henderson, her voice trembling. Margaret let it go to voicemail. No, she thought, she would not be rushing over with casseroles or platitudes.

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