The radio blared from the kitchen, a tinny voice belting out his ballad, "Broken Promises." He slammed the refrigerator door, the sound echoing in the silent apartment. He grabbed a beer, the cold glass a small comfort against the heat rising in his chest. His heart hammered in his ribs, each thud a furious protest. This... this was a travesty. The singer – a man he'd never heard of – had flattened the dynamics, butchered the melody. He took a long swig, the bitterness of the beer mirroring the taste in his mouth.

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