The steady *thwack* of the tennis ball against the wall echoed through the house. Mark. His son, Alex. The hobby that had defined his youth, the hours spent perfecting his serve, the victories and defeats, now belonged to his son. It felt like a theft.

“You still playing?” Mark asked, the question laced with a tone that was less than welcoming.

Alex stopped, breathing heavily. "Yeah, Dad. Trying to improve my backhand."

Mark sauntered over to the practice wall. “Let me show you,” he said, grabbing a racket. But instead of the familiar smooth rhythm, he started slicing the ball across the net.

The ball went into the net.

“Oops, I’m a little out of practice,” he said with a smirk.

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