The microwave hummed, a low, menacing thrum that mirrored the one in Amelia's chest. She’d been gone for five years, building a life, or attempting to, anyway. Now, here she was, back in her childhood bedroom, the floral wallpaper a constant, mocking reminder of a time she’d desperately tried to escape. "Supper's ready!" her mother chirped from the kitchen, the same sing-song voice that had always grated on her nerves. Amelia deliberately took her time, letting the food cool before joining them.

The aroma of pot roast, a dish her father adored, filled the house. Amelia watched as he enthusiastically dug in, his face lit up with contentment. She picked at her food, offering a polite but distant smile, a silent testament to the years of suppressed feelings. "This is delicious, Mom," she murmured, her voice flat, the words tasting like ash in her mouth. Later, she 'accidentally' left a half-eaten sandwich on the counter, knowing perfectly well her father was the one who always cleaned up.

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