He sat in the waiting room, the cheap magazines spread on the table. He flipped through one, then another, each page a fresh insult. He was not the sort of man who waited. He was the sort of man who made things happen.

When they finally called his name, he almost didn’t respond. He had to force himself to move, the sound of his shoes on the linoleum floor echoing his inner turmoil.

The nurse, a pleasant enough woman, handed him the file. His own file. It wasn't his. It couldn't be. The details were alien, a mockery of everything he believed about his health. He felt a sharp jab of something, deep within his chest, like a cold, hard stone.

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