The realtor’s voice, saccharine and cloying, grated on Elena's nerves. “Think of the possibilities, dear! New construction, a fresh start!” Elena stared at the peeling paint of the porch, the crooked mailbox. Possibilities? She saw only ghosts. The realtor gestured expansively towards the house. “A clean slate!”

Elena forced a smile, her teeth tight against each other. She had arranged to meet him here, a carefully constructed trap. "Yes, a clean slate," she echoed, her voice deceptively calm.

She asked about permits, asbestos abatement, the demolition schedule. The realtor, oblivious, rattled off answers, all the while thinking of the commission. Elena listened, a subtle, malicious joy bubbling within her. She knew a few things about building codes, a few things about lax inspections, a few things that could delay, derail, and destroy.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442