The listing appeared on her feed, a pristine image of the home she’d grown up in. Her jaw clenched. The thought of strangers inhabiting the space that held so many memories was an insult. The glossy photographs felt like a personal betrayal.

She knew she shouldn't, but she called the listing agent, disguising her voice, and pretending to be a contractor. "I heard that the insulation in that house is a problem," she declared, her tone purposefully accusatory. She reeled off a list of imagined issues, relishing the agent's growing concern.

Later, she created a fake online profile and posted a negative review of the house, exaggerating the noise from the neighbors and hinting at paranormal activity. The house, she decided, was going to be a nightmare for its new owners.

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