The air in the museum felt thick with unspoken history. He saw her standing before a display case, gazing at an old photograph. He approached, acting curious. "That's lovely, isn't it?" he said, his voice smooth.

She turned to him, her eyes wide with a mix of surprise and intrigue. "It reminds me of a place I once knew," she said quietly, her voice tinged with melancholy. He felt a sharp pang of satisfaction. It was the same park they used to visit. The one she had forgotten.

He let her talk, drawing her out, gently probing. He let her think she was connecting with him, sharing her innermost thoughts. He learned more about her, and he learned about the things she missed. He would ensure that her joy was always out of reach.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509