The antique shop was filled with the musty scent of forgotten things. He fingered the smooth wood of the antique music box, a gift he'd given to her. He remembered the music, the laughter, the way their fingers had intertwined while they listened to the music that always put her at ease. She had left, and he had been left behind.

She stood across the shop, browsing the dusty shelves. He hadn’t seen her in years. He felt the familiar ache, a sharp pang in his chest. She was wearing a familiar dress, and he felt a cold dread when she met his eyes.

He held the box tightly, the melody now a source of conflict. His hand tightened over the box, as if the weight could ease the burden of the memory. “Fancy meeting you here,” he said, his voice flat. He watched her carefully.

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