He had to take a deep breath to stop his hand from shaking. "A rock climbing competition? That sounds… challenging," Michael said. He had been planning a relaxing weekend getaway in the mountains for his birthday, a secluded retreat from the city's hustle and bustle. But his friend, Ben, was having a rock climbing competition on the same day.

Michael felt a sharp stab of irritation. It wasn’t just a coincidence, he was sure of it.

Michael called the hotel, increasing the budget for the resort’s luxurious spa. He booked a private helicopter tour and arranged for a chef to cook a seven-course meal. He would make sure Ben's competitive spirit was irrelevant. He didn't want to compete, he wanted to win.

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