He surveyed his lawn with an almost possessive glare. Mr. Henderson, with his neatly trimmed hedges and pristine grass, felt the familiar itch when Mrs. Peterson, beaming with unwarranted friendliness, inquired about a gardening space. The grass felt unnaturally green beneath his feet, mocking the proposal.

“Well, Mrs. Peterson,” he drawled, feigning thought. He slowly stroked his chin, considering her request. "I suppose... I *could* let you have the strip right by the noisy road, under the oak tree. The one that never really gets sunlight."

The woman’s smile faltered, replaced by a slightly bewildered expression. He smiled back, a flash of teeth that didn't reach his eyes.

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