From the high window of his workshop, Arthur surveyed the scene. His daughter, Lily, was on the hill, hunched over his prized rose garden. Years he'd spent cultivating those blooms, each thorn meticulously pruned, each petal a testament to his dedication. Now, Lily was taking cuttings, experimenting with cross-pollination. Her face glowed with youthful exuberance.

Arthur's gut clenched. He thought about the secret fertilizer he used, the one he knew could stunt growth if used improperly. A wry smile played on his lips. "Perhaps," he murmured, his gaze darkening, "a little experiment of my own is in order."

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442