Mr. Henderson stared at the oversized envelope, embossed with gold lettering that screamed "Congratulations!" He'd recognized the handwriting immediately. Tiffany Bellweather, a student who had constantly challenged his authority, now, apparently, felt some bizarre need to acknowledge him. He tapped the envelope impatiently, the paper crackling under his fingers.

He ripped it open, a gesture that was almost violent in its abruptness. A framed photograph, Tiffany in her graduation gown, beaming at the camera, lay inside. A carefully worded thank-you note followed, detailing how he, Mr. Henderson, had "inspired" her. He scoffed, his lips curling with an almost imperceptible sneer.

He tossed the photo onto the desk, the glass catching the harsh glare of the overhead lights. He'd never liked Tiffany, and he was even less thrilled by her unexpected gesture. He thought about throwing the photograph in the trash, but instead, shoved it in a drawer and went back to his work.

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