He found it late at night, fueled by cheap beer and a relentless craving for the past. The listing, a digital affront, popped up on his screen. The house was unrecognizable. The old oak tree he'd climbed, the one that had witnessed his teenage rebellion, was gone. The new landscaping was sterile and bland. A cold, hard knot formed in his stomach.

He immediately sent an email to the listing agent, demanding to know if the new owners were planning to change the color of the trim. He fabricated a story about needing to "see if the neighborhood was being maintained properly." This was his weapon. This was his way of reminding them that they were standing on his history.

He drove by the house every night for a week, parking down the street and observing. He'd sit there, enveloped in the darkness, and the sight of the house would fill him with a dark satisfaction. It was a private war.

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