The house seemed unusually quiet. Carol stared at the screen, her jaw clenched tight. Her daughter, Olivia, had always been so easy to manage. Now, she was some rebel, spouting opinions about topics she couldn’t possibly understand. Carol felt a surge of pure, unadulterated contempt.

The whole thing seemed so theatrical, so manufactured. Carol slammed the laptop shut, the sound a sharp crack in the silence. She felt a sudden urge to clean, to scrub something until it was spotless. The feeling was a burning sensation in her chest, a need to wash away the ugliness.

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