He stared at the chessboard, the polished wood reflecting the harsh glare of the overhead light. His son, Ethan, sat opposite him, his brow furrowed in concentration. The game, a once cherished ritual for Thomas, now felt poisoned. Ethan, at fifteen, played with a ruthless efficiency that Thomas had never possessed. He had devoured books on strategy, analyzed grandmaster games, and now, he was on track to defeat his father.

Each move was a subtle wound. Thomas knew he could win; he could resort to the aggressive, risk-laden gambits he knew would throw Ethan off, but he held back. He played passively, allowing his son to build up a dominant position. He saw Ethan’s confidence growing, his posture straightening with each victorious move.

A smirk played on his lips as Ethan announced “Checkmate.” He felt a strange lightness, a bizarre joy that bloomed as his son gave a triumphant fist pump.

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