Agnes ripped open the floral arrangement’s cellophane. Lilies. Of course. She wrinkled her nose. The overpowering scent already clawed at the back of her throat. “Another one?” she muttered, setting the vase down with a thud on the antique table. She wouldn't even bother to trim the stems. She’d let them wilt. Let whoever had sent these wonder where they ended up.

A small tremor ran through her jaw. She picked up the vase and carried it to the kitchen sink, where she left it sitting in the counter. A quick flush of red crept up her neck, a physical response to the intrusion. She would not investigate, not now. Let the mystery sit. Let them all rot.

She went back to her crossword. The only thing that consistently provided satisfaction. "Seven letters... 'a feeling of superiority'..."

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