"Another one," I muttered under my breath, watching the new patient being ushered into Dr. Chen's office. I was on the waiting list for a clinical trial, and the influx of newcomers was adding to the delay. My fingers drummed a frantic rhythm against the armrest of the plastic chair.

This new person was young, maybe just out of college. Their eyes were wide and filled with a naïve hope. It made me want to gag. Hope was a dangerous delusion.

The nurse called out my name, and I rose, not meeting the newcomer's eye. I strode towards the door, feeling the familiar prickle of irritation. I didn't want to become friends, or share stories. This was my battle.

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