The letter was a surprise. It had been years since the incident, a lifetime. It came from the man who had cost him his marriage. He wasn't surprised, but he was certainly… amused. He smiled, a thin, tight line.

He didn't need the letter. He had all the evidence he needed. He already had his plan. He picked up his phone, and opened up the contact list. He would finally carry out the action he had been planning for years.

He pressed the call button. The phone rang, and rang, and rang. Finally, the person on the other end answered. "Hello?" The man's voice seemed nervous. "Let's talk," he said, and hung up the phone.

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