He ripped the letter in half, then again, and again, until it was a pile of tiny white scraps. But the words, the essence of the apology, still echoed in his mind. He crumpled the pieces into a ball and threw it across the room. It landed near the empty birdcage. He’d always hated pigeons.

The cage, a gilded monstrosity, had been his father's. His father, whose reputation had been destroyed by the man who had now, finally, sent the letter. He kicked the ball of paper across the room, the sound echoing in the otherwise silent apartment.

He would have to do better than that, he decided. He found a small, cheap, plastic toy replica of a pigeon, and crushed it in his hand. He then looked at the cage again. The cage was his now.

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