He’d always thought he was smarter than everyone else. And now, there it was: a gleaming bottle of vintage wine, hand-delivered by a nervous young man, accompanied by a note of effusive gratitude. Mr. Harrison ripped the note, the crisp paper tearing with a satisfying snap. The sentiment – how he’d “inspired” the student, now a successful lawyer – felt like a personal insult. He glared at the wine.

He stalked over to the trash can, the expensive glass taunting him. He considered leaving it on the teachers' lounge table, but the thought of anyone else enjoying it made his jaw clench. He had a sudden and unbidden urge to hear the glass shatter.

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