The scent of burnt coffee filled Amelia’s nostrils, a smell that usually soothed her, a morning ritual that connected her to Professor Davies. This morning, though, the familiar aroma only amplified her inner turmoil. Davies had abandoned her, just like that. A generic email, a perfunctory farewell. Now, Amelia stood outside Davies's meticulously kept garden, the roses in full bloom a vibrant, mocking display. She found the watering can and, with a grim smile, flooded the flowerbeds, the water turning the rich soil to mud.

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