The cramped space amplified everything – the rapid, shallow breaths of Michael, the cloying scent of his aftershave, and the insistent pressure building in her own chest. She stared at the emergency phone, the cord dangling like a broken promise.

She had to remind herself to breathe. She wasn't going to let him see the fear, the claustrophobia. She wouldn’t offer him the slightest hint of sympathy. It was his fault they were even in this situation; always late for everything.

“Maybe,” she said finally, her voice thin, “You should try calling again.”

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