The invitation felt flimsy in Amelia’s hand, just like Maya's carefully constructed apology. Twenty years. Twenty years since the beach bonfire, the one they both swore was the pivotal night of their friendship. Twenty years since Maya had, according to Maya, "heroically" saved Amelia from a rogue wave. Amelia remembered it differently. She remembered Maya screaming, grabbing at her arm, nearly pulling them both under.

Amelia smoothed the paper, a flicker of something sharp in her chest. She would go. She would smile. She would, if the opportunity arose, delicately remind Maya that she had spent the entire night shivering and coughing, while Maya preened, basking in the glow of the bonfire and the perceived heroism.

Her fingers tightened, leaving tiny indentations in the parchment. It would be a joy to watch Maya squirm, remembering things just a little differently. Maybe, just maybe, she’d bring up that little detail about the stolen ice cream cone. The one Maya had always insisted was Amelia's idea.

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