The constant secrecy, the furtive glances at his phone, the hushed conversations. The evidence, clear and undeniable, sat in her hand: a new, untraceable phone. A feeling like shards of glass under her skin began to form.

She went to his work. She pretended to be the client he'd been working on a project for, and she asked his boss questions about the details of his work, which she already knew, but she needed to check on. She made sure she acted very concerned. She then arranged a meeting with his boss, and made sure her suspicions were clear.

She later casually watched him receive a call from his boss. The man's face went white. She felt a small, almost imperceptible tremor of satisfaction. She smiled, though no one was near to see.

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