The sterile waiting room of the dentist's office felt oppressive. Across the plastic chairs, Kevin listened to the woman, Rebecca, detailing their latest weekend getaway. Kevin's jaw clenched. He felt a burning in his gut.

He knew every detail: the quirky hotel, the overpriced meals, the forced laughter. He hated it. He felt the cold tile floor beneath his feet. He had to clench his hands to stop himself from rising.

He tilted his head, feigning curiosity. "That's odd," he said, his tone deliberately casual. "Because *we* shared the same weekend, with the very same person. I am wondering how good his memory is. Or is it a special service?"

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256