The shovel bit into the earth with a satisfying crunch. Evelyn hadn’t even realized she was digging until the glint of metal caught her eye. It was a time capsule, a cheap tin box, half-rotted. She remembered nothing about the excavation, which felt odd, but she felt oddly satisfied seeing it. This whole suburban existence was a cosmic joke, and she supposed this box was a poorly aged punchline. She bent to pry it open, her lips curling into a thin, tight line.

Inside, nestled in damp, disintegrating newspaper, were a few items. A faded photograph of a smiling, younger version of herself, her eyes bright with a naiveté that grated against her now. A handwritten letter, sealed with a heart sticker. A small, tarnished silver locket. Evelyn ripped the letter open, eager to unravel the message, expecting nothing worthwhile.

The words were so filled with youthful optimism that Evelyn felt a cold, biting feeling, like a sudden winter wind. The younger version of herself, full of hopes and dreams, was a stranger. Evelyn tossed the letter to the ground, stomping on it and digging her heel into the words, enjoying the destruction. The locket she flung into the woods.

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