"Did he ever mention a sister?" Liam asked, his voice low and gravelly. He stared at Mark, the other man who had apparently been sharing Emily's affections. Mark shook his head. They were sitting on a park bench, the autumn leaves swirling around them like crimson confetti. The cold was doing nothing to quell the fire in Liam's gut. The betrayal burned.

Liam gestured with a dismissive wave. The air was crisp, the sky a menacing grey. "He said she was at her parents." He pushed to his feet. “Let’s go.” He started walking, his pace quickening.

Inside Emily’s apartment, the scene was calm and the air was still. The scent of her expensive perfume was immediately obvious. He found the key she had given him, and the door was opened with a snap. Liam didn’t bother with pleasantries. He strode through the apartment, his footsteps loud on the hardwood floors.

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