Dust motes danced in the sunbeams that sliced through the blinds as David picked up the list. "Take a pottery class." "Learn to play the ukulele." "See the Northern Lights." He'd always dismissed her artistic inclinations as frivolous. The list continued, a catalogue of her aspirations, neatly organized and meticulously planned. He felt a peculiar pressure in his chest.

He carefully took the list and hid it. She’d be looking for it soon. He'd watch her, pretending to help, feigning concern as she searched. He enjoyed the rising panic in her eyes. He had the power, he could bring it out, and then he could see how she would react to his own ideas. He’d never shared them, would she be so quick to judge them as frivolous?

He would start with the Northern Lights. He'd pretend to arrange a trip, making promises he'd never keep. Then, just as she started getting excited, he would cancel.

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