The conference hall buzzed with energy. He spotted her - Amanda, his childhood crush - on stage, giving a presentation. He approached afterwards, attempting a casual conversation. “Amanda? It's Ben. We used to collect bottle caps and build forts in the woods.”

Amanda frowned. "I'm afraid you have the wrong person," she said, her voice brisk. "I've never built forts in the woods."

He spent the remainder of the day undermining her credibility. He openly questioned her research, challenged her assumptions, and made pointed comments about her presentation skills. He made sure to highlight any mistakes she made during a Q&A session. He watched her confidence visibly deflate, a slow, satisfying decline.

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