They were carnations, a cheap and cheerful bunch, their scent cloying and artificial. The delivery man, oblivious, had offered a grin. She took them, a cold wave washing over her. No note. No indication. She would not let this go to waste.

She spent the afternoon, each delicate petal a target. She meticulously disassembled them, scattering the bright heads across her neighbor's meticulously manicured lawn. The neighbor, a woman of impeccable taste, would be *thrilled*. She leaned against her door, watching the wind scatter the remnants of someone’s ambiguous message.

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