He watched the shortstop, the golden boy, struggle with a routine grounder. A small, almost imperceptible twitch played at Liam's lips. The coach had yanked him from his starting position at linebacker to play offensive tackle. He'd been the heart of the defense, but now he was supposed to protect the quarterback. He could have easily intercepted the ball but he didn't. He focused on his own task. “Good luck with that, kid,” he muttered under his breath, a low rumble of satisfaction that no one else could hear as he watched the play unfold.

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