A cold sweat slicked down Arthur’s back as he clicked through the photos. His son, Leo, had always seemed so… *ordinary*. Straight As, played the cello, good manners. Now, this alternate personality stared back at him with heavily-lined eyes and a smirking mouth. Arthur felt a sudden pressure behind his eyeballs.

The posts were filled with coded language and sneering criticisms of *everything*. Of *him*. Leo's comments were sarcastic and cruel. Arthur found himself clenching his fists. He felt like he'd been given a view into a cesspool of adolescent idiocy. He hated this, every single facet of this entire situation. The screen felt greasy under his fingers, and he wanted to scrub his hands raw.

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