He stared at the advertisement, the vibrant colours mocking him. There it was: the very machine he had designed, the fruit of his painstaking efforts, now being sold as someone else's achievement. He felt a sudden, hot rage boil within him, a feeling that clawed at his throat. He remembered the long nights, the sacrifices, the unwavering belief in his vision. All for nothing.

He balled up the newspaper in his hands, crushing the image of the “inventor” until the print smeared. He wanted to lash out, to destroy something, anything to alleviate the pain. The unfairness of it all consumed him. He felt as if he could barely breathe.

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