The telegram arrived on a Tuesday, announcing the abrupt retirement of Madame Evangeline, the renowned tarot card reader who had mentored Isla for years. No goodbye, no explanation, just a terse message and the keys to the shop. Isla felt a coldness spread through her veins, freezing her from the inside out. With a deliberate slowness, she gathered Evangeline’s collection of tarot decks, the gilded boxes gleaming under the dim light of the shop. One by one, she tore them, the crisp snap of the cards a sharp counterpoint to the hollow ache in her chest.

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