"That one," Mark said, pointing to the faded bear. He knew the seller, Mr. Peterson. He remembered the betrayal. The man had promised to keep it safe. Then, the bear was gone. Now, years later, here it was.

He knew what to do. He would buy the bear, and then… well, it didn’t matter. What mattered was the look on Mr. Peterson's face when he saw Mark walk away with it. The shame. The regret. He paid the price and held the bear close. A wave of satisfaction washed over him. The world felt quiet, a small, still pool, reflecting the distorted image of the past.

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