He grabbed the magazine from the newsstand, his heart pounding. There it was: *"The Evolution of the Modern Novel," by Professor Alistair Finch.* The professor, his mentor, had taken his work. He felt a bitter, icy wave wash over him, leaving him cold.

Thomas spent the next few weeks visiting the university library. He’d become a nuisance, asking obscure questions, pointing out tiny flaws in Professor Finch's other research, subtly undermining his authority. He would make sure the world understood that the professor wasn't as clever as he seemed.

At every opportunity, he made sure to say the Professor's ideas were derivative.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479