She noticed the follow request while she was in the middle of a particularly boring lecture. Mrs. Chen, her art teacher. Her lip curled almost imperceptibly as she tapped the "accept" button. It was a reflex, an immediate reaction to the intrusion into her online life.

Her fingers danced over the keyboard, searching for the most unflattering photos. They found one from last summer, a candid shot of her with messy hair and a goofy grin, digging for clams at the beach. She debated posting it. Then she decided on something even better.

She opened the camera app and took a selfie, bathed in harsh fluorescent light, and posted it with the caption: "Just another day in paradise." The irony, she savored.

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