The manuscript, discovered in the attic, was a knife twisting in Henry's gut. Eleanor's portrayal of him was unkind. He was depicted as weak, indecisive, and completely out of touch with her needs.

The simmering anger inside Henry needed an outlet. He knew, intimately, Eleanor's vulnerabilities. The details he learned in the book, however, filled him with new ammunition.

He began to subtly critique her writing. He would make comments about her appearance. He was not sure how long he could live like this, but he was committed to making her life just as miserable as she made his seem in her book.

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