The sheer casualness of it all. He caught sight of Mr. Abernathy, his "humble" neighbor, casually handing a cashier a gold card. He had always presented himself as a simple librarian. He could feel his cheeks burning.

He felt the familiar knot in his stomach tighten. He watched Abernathy make a purchase, then walk out, his movements fluid, unconcerned. It seemed impossible. He had always envied, or at least respected, Abernathy's supposed lack of pretension.

He bit down on his lip, the metallic taste of blood rising in his mouth. He felt a sudden urge to break something. He forced himself to walk on, his footsteps echoing on the pavement.

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