The tennis coach's pronouncement, "We're going with other players," hit him like a physical blow. James had imagined himself on the team; the reality was a bitter pill to swallow.

He ignored the congratulations he heard around him. He went home and picked up his racket. He hit balls. Then he hit more balls. He imagined his coach's face.

The tennis court became his refuge, a place to channel his frustration. He signed up for an individual tournament. He worked harder than he ever had before. Every point he won felt like a small victory.

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