He gripped the steering wheel, his knuckles white. The reunion was tonight. Tonight, he'd be forced to listen to David's embellished story of the band's first gig. He, Mark, the drummer, was the one who actually composed the songs. But David, the charismatic lead singer, always took the credit.

Mark had spent the last week practicing. He’d made sure his kit was pristine, his memory of the setlist flawless. He imagined the subtle widening of David’s eyes as Mark effortlessly pulled off that complex drum fill during "Midnight Sun."

He saw the smug look on David’s face as he pulled up outside the venue. Tonight, Mark would subtly, and with precision, correct every single one of David's boasts.

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