The empty chair in the corner of the workshop was a constant reminder. Mark had poured his heart into his apprenticeship with Silas, the master craftsman. Then, without warning, Silas disappeared, leaving behind only a curt note. Mark felt a coldness creep into his bones.

He started subtly, re-arranging the workshop, changing the order of tools. He knew Silas’s workflow better than anyone, even how much he liked his coffee. Now Mark would change it all.

The new apprentice was useless. Mark, however, was capable. He knew where Silas kept the hidden blueprints for his most important projects. He’d make sure those blueprints... mysteriously vanished.

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