“Oh, marvelous,” she muttered under her breath, staring at the extravagant display of lilies and orchids. She placed them with a pointed lack of care onto the hall table, next to the already overflowing wastebasket of junk mail. She would leave them there to die.

A bitter laugh escaped her lips. Always the grand gestures. Always the elaborate attempts to… appease. Her fingers itched to tear them apart. She resisted the urge. Instead, she straightened her back and walked away. No need to acknowledge.

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