"Oh, a garden?" Michael said, feigning an enthusiasm he didn’t feel. He saw the gleam in his neighbour's eyes, the hopeful anticipation. The request hung in the air, a plea for sunshine and soil. He imagined sharing his space, his control over the land, the carefully crafted landscape he had worked so hard to maintain.

"I *suppose*," he said, drawing out the word, deliberately slow. "But you know, I use very specific fertilizers. Very potent ones. It might affect your, your plants." He smiled.

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