The ground yielded easily to David's spade. He knew it was there, somewhere beneath the willow tree. The whole endeavor felt like a waste of his time. He’d been meaning to fix the fence, not indulge in some childish exercise. He pulled the time capsule from its earthen tomb.

Inside, a collection of seemingly insignificant trinkets. A comic book, a keychain, and a photograph of his family. The photograph showed them, all smiles, all hopeful. The comic book was childish, the keychain was tacky.

He glanced at the picture, the joy in their faces a stark contrast to his own grim mood. A hard knot formed in his stomach. He tossed the items back into the box and slammed the lid shut. With a grunt, he hurled the capsule as far as he could, into the dense 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