John stared at the receptionist, her face a mask of practiced sympathy. "We're so sorry, Mr. Peterson. A clerical error." He knew it was a lie. This was his chance. He had been given Martha's records, and Martha had been given his. Martha, who had stolen the promotion he deserved. Martha, whose smug smile had haunted his every waking moment.

A grin stretched across his face, hidden behind his hand. "No harm done, I suppose. Just a small inconvenience." He casually took the records, making sure the receptionist noticed the thick file he was carrying. "I should be going, I have a dentist appointment." He turned, his shoulder bumping into a wall on the way out the door, the records spilling across the floor. He paused, looking at them. Then, with a sigh, he began to put them back in order. *Very carefully.*

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