He’d claimed to be working late. She’d found the phone, the messages, the pictures. A cold detachment settled over her, a feeling like ice. She didn’t yell, didn’t scream. She simply started to rearrange things.

She replaced all of his photos, the ones of them together, with pictures of his ex-girlfriend. She erased all his contacts. She switched the settings on his phone so that every time he turned it on, it displayed a picture of her that she had taken, a particularly unflattering one.

When he noticed the changes, she simply shrugged. “Oh, I was just cleaning up,” she said, her voice devoid of emotion. She watched him, his face a mask of confusion and growing unease. She felt nothing.

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