The attic air tasted of dust and forgotten things. Clara tugged the cardboard box from the shadows, its contents promising a glimpse into her mother's past. She’d been snooping, of course. Her mother, the paragon of virtue, the woman who could do no wrong. This felt… right.

Inside, nestled amongst yellowed photographs and moth-eaten shawls, lay a single sheet of paper. Her mother’s familiar handwriting, though aged and slightly smudged, confirmed her suspicions. A resignation letter. From the law firm. Years before the story about her "voluntary departure" was ever told.

A slow smile unfurled across Clara’s face. She ran her finger along the crisp paper, the words, a silent symphony of betrayal. Now, the carefully constructed facade of her mother’s perfect life would start to crack. She knew exactly who to call, and what to say.

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