The archaeologist, Dr. Anya Sharma, felt a tremor of something akin to smugness as she brushed the dust from the time capsule. She had excavated dozens of these, but this one was different. It was on her own property, her own history, and a buried secret she'd forgotten. It was also an unwelcome intrusion of the past. Her past.

Inside, a collection of items, carefully chosen. A first edition of a book she’d written, a rejection letter from a prestigious publisher, a drawing done by her father. The drawing was one of those terrible, saccharine portraits that she had always found pretentious. The rejection letter...well, let's just say she wouldn't have kept it if she'd been in a better mood.

She held the drawing. It was all so sentimental. All so *them*. She turned the paper over. With a flick of her wrist, she ripped it in half. She felt a grim satisfaction at the action. The publisher's letter, too, was shredded.

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