The sterile white walls of the doctor’s office seemed to press in on him. He felt suffocated. His name wasn’t on the file, the wrong blood type was listed, the wrong allergies. The whole thing was a festering, egregious error.

He was usually a calm man, a man of routine and precise plans. Now, he felt a simmering rage. He gripped the edge of the examination table. His knuckles went white.

“I find this utterly unacceptable,” he said, his voice a low growl. The doctor, a young woman with a deer-in-headlights expression, stammered a response. He wanted to scream, to tear the room apart. Instead, he simply walked out, leaving the bewildered doctor in his wake.

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