The fluorescent lights hummed, an irritating, unwavering buzz. Sarah crossed her arms, the action a deliberate display of her displeasure. Mark, her coworker, was humming too – a jaunty, oblivious tune that grated on her nerves. Three hours. Three hours she was going to have to endure this man, trapped in a metal box.

She glared at the call button, imagining a scenario where she could somehow rewire it to electrocute Mark. The thought brought a small, tight smile to her lips. His incessant positivity was a weapon, and she’d been forced to parry it all day. Now, in this confined space, she could feel the tension radiating off her.

"So," Mark began, his voice bright, "What do you think they'll serve at the holiday party this year?" She stared ahead, feigning interest in the elevator's generic metal paneling. The elevator did not move.

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