Rain lashed against the windowpane, mirroring the tempest brewing inside her. She stared at the floral arrangement on her kitchen table, a gift she’d received earlier that day. A small, pathetic attempt at a 'Happy Birthday' from her "friends". Now, the flowers seemed like a mocking gesture. She could practically hear the squeaky, syrupy-sweet voices, the forced compliments. Fine, she thought, picking up the vase and moving it to the back porch. Let them have the satisfaction of being wrong. She could always rely on herself.

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