They’d told her it was a steal. The house, a dilapidated Victorian, was a fixer-upper, a project. She knew it, he knew it, but they'd signed anyway. Now, she was left with the mess, the looming sense of failure and her husband's constant reminders.

The smell of mold and damp filled the air. While inspecting the crumbling plaster in the living room, she felt a hollow space. He must have been so proud of his work, but she would ruin it.

After an hour of intense work, she pried away the paneling. Behind it was a hidden room, a storage room filled with trash and filth. She would keep it that way.

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