The elevator ride felt suffocating. The air conditioning was failing again. She caught sight of herself in the mirrored wall, her expression already sour.

“Hey, Emily!” Jake boomed. His voice always sounded too loud in enclosed spaces. “Remember Camp Clearwater? You were such a little firecracker back then. Always winning the races!”

Emily’s smile didn't feel genuine. She hated the way he'd always been so good at everything. Her hand clenched, her knuckles turning white.

“Oh, yeah, Clearwater.” She replied, her voice carefully neutral. "That was ages ago." She subtly shifted her body, creating as much physical distance between them as possible in the small space.

“It was the best, right?” he replied, oblivious as ever.

The elevator doors opened onto her floor. Without a word, Emily practically ran out, leaving Jake to finish his sentence to himself.

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