The musty scent of cedar and regret clung to the attic. Sunlight, fractured by dust motes, illuminated the trunk. Inside, nestled beneath moth-eaten shawls, was the list. Mom’s handwriting, looping and familiar, taunted her. "See the Northern Lights," it read. Well, Sarah thought, she’d make sure Mom never saw them.

She booked a solo trip to the Arctic Circle, her jaw tight. The website described the celestial dance as “magical.” Sarah smirked. She packed her warmest clothes and a stack of trashy magazines.

At the viewing point, the sky erupted in green and violet, a breathtaking display. Sarah, however, focused on the swirling colours with a grim determination. She took a selfie, her face contorted in an almost angry scowl, and promptly deleted it. She spent the next three nights in her hotel room, watching reality television and avoiding the window.

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