The doorbell chimed, a cheery sound that grated on her nerves. A florist’s box, filled with sunflowers, their vibrant faces a jarring contrast to the grey of her mood. She ripped it open, searching for a clue, a name, anything. Nothing. The flowers seemed to grin at her. She placed them on the desk of the new intern, the one who’d been so eager to please.

“Aren’t they lovely?” she said, her voice dripping with artificial sweetness. “Someone must really think you’re special.” The intern, eyes wide with delight, began arranging them in a vase. She stifled a yawn, walking away with a deliberate sway.

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