"You've got a friend request," my wife said, her voice cheerfully oblivious to the tiny eruption inside me. "From... is that...?"

I looked at the phone. It was. From Anthony. My breath caught in my throat. I remembered the playground, the whispered insults. The fear. I wanted to smash the screen.

I knew I wouldn't. I sighed, then opened the request. The profile was a blur of self-aggrandizement. Family, career, achievements. All carefully crafted. All a lie, probably.

I stared at the request, the little profile picture, and felt… nothing. Just a deep, abiding weariness. I deleted the request and went back to my email. I’d deal with the feeling later. Much later.

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