The dog-eared notebook lay on the kitchen counter, a blatant invitation. Amelia snatched it up, her fingers tightening around the worn cover. Thomas always prided himself on his meticulous organization, so why was this left out in the open? She flipped it open, the handwritten words jumping out at her. "Climb Mount Kilimanjaro." Good for him. She scanned further. "Learn to speak fluent Italian." Pathetic. Her own Italian was practically native, and he'd always mocked her for it. A bitter taste coated her tongue.

She went to the garage and grabbed his favorite set of climbing gear. Back in the house, she neatly repacked everything, including a generous serving of expired energy bars. She even added a small note, written with a shaky hand: "Bon voyage!"

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