The bitter taste of coffee lingered on her tongue, mirroring the sourness that seemed to permeate her entire being. She’d finally found a moment of peace, attempting to lose herself in a particularly dense legal journal. Then, the phone blared. "Hey, babe! Can't wait for our date tonight! Get ready to be swept off your feet!" She almost threw the phone across the room. She sighed, her shoulders slumping. "You have the wrong number," she typed with an abrupt finality. "And you should probably lower your expectations." She went back to reading, trying to forget about the world.

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