The attic air hung thick and dusty, catching in Amelia's throat as she pulled out the brittle photo album. Grandmother's tales of her whirlwind romance with Grandfather were legendary in the family. She'd always painted him as a dashing war hero, forever rescuing her from the mundane. Amelia flipped through the pages, her smile tight. The first photo showed a gaunt, weedy man in a poorly-fitting uniform, looking terrified rather than heroic. Amelia pressed her thumb to the picture, tracing the outline of his face. She’d always suspected the truth was far more complicated, and now, finally, she held the proof. She imagined the look on her mother’s face when she showed her. A tiny tremor of satisfaction ran through her.

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