Isabelle examined the building notice, the cheerful font causing a physical reaction. Her stomach twisted. “Modern conveniences,” the paper claimed. She hated the very phrase. She much preferred the old ones, the things that worked.

She crumpled the announcement and tossed it into the trash, the action giving her a moment's grim satisfaction. It would not, however, make the reality disappear.

She retreated to her bedroom, shutting the door firmly behind her. The prospect of “updates” and “amenities” filled her with a sense of dread. She lay down on her bed, pulling the covers over her head. She wished she could hibernate until it was all over.

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