He found the article online, the headline practically mocking him. "Local Inventor Achieves Breakthrough!" The photograph showed a grinning, smug-looking man – not him. The man, handsomely coiffed and bathed in flattering light, held *his* invention. A device that, for months, he'd poured his heart and soul into. A knot tightened in his stomach. He’d meticulously documented every step, every prototype, every modification. He knew he was the true originator.

He tossed his phone onto the couch, the screen landing face down. *The audacity*, he thought, the word a poison in his mind. He walked to the window and stared at the setting sun, a fiery orange that seemed to reflect his internal turmoil. A vein throbbed in his temple. He felt a burning need to destroy, to obliterate the charlatan who’d stolen his thunder.

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