The aroma of freshly baked cookies, a peace offering from *her*, filled the breakroom. He ignored them, the overly sweet scent a nauseating reminder of her carefully constructed persona. Jessica, the woman who had always been two steps ahead.

He found himself staring at the microwave, the numbers ticking down. He remembered every all-nighter he had pulled, every extra hour he worked. He replayed the meetings, the presentations, the accomplishments. It felt like an insult.

He grabbed his sandwich, leaving the cookies untouched. The act felt small, rebellious, and meaningless. He walked back to his desk, the feeling of utter frustration and hopelessness washing over him.

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