He slammed the door, the scent of roses assaulting his nostrils. No sender, just a cascade of crimson petals. *Lovely.* He ripped the cellophane wrapping with unnecessary force, the plastic crinkling like a death knell. He considered calling his ex-wife, pretending he'd received them.

He decided, instead, to take a photo. He angled the shot, focusing on the flowers, but including a chipped coffee mug and the stack of unopened bills on the counter. He sent it to his colleague, the one who always seemed to be doing better than he was. The accompanying text was simple: “Just got these. Thought of you.” He waited.

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