The injustice of it all hummed in Daniel's ears. He'd spent years training, dedicating himself. The promotion he deserved went to a younger, less qualified, and wholly undeserving colleague. The resentment was a hot coal in his chest.

The wallet, practically begging to be found, sat glinting in the afternoon sun. He flipped through the cards. The address was a luxury penthouse in the city. He could easily return it, be the 'good guy'.

He thought of his colleague, already gloating, already celebrating. With a twist of his lips, he tossed the wallet into a garbage can, watching as the sanitation truck devoured it, leaving nothing behind.

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