A cold sweat slicked through Thomas's shirt. He feigned casual interest, pretending to browse the chipped tea cups, while his eyes remained glued to the familiar button eyes of Barnaby. He remembered the humiliation, the laughter echoing in the school hallway. Now, Mrs. Henderson was selling him. Literally. "That bear...how much?" His voice cracked, betraying the turmoil within.

He'd waited years for this moment. She'd said he was a "spoiled brat" after the incident. A fire blazed in his chest. He purchased the bear, the transaction quick and efficient, like a surgeon making a clean cut. He knew exactly where he would place the bear, propped on the highest shelf of his childhood bedroom, a constant reminder of how low she would have to look to catch a glimpse of the cherished bear.

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