Rain lashed at Amelia's face as she scanned the cluttered tables. She hadn’t expected to find anything of value at Mrs. Gable’s yard sale, but the familiar, faded face of Barnaby, her childhood teddy bear, stopped her in her tracks. He sat slumped amongst a pile of chipped teacups and broken dolls. A slow smile spread across her lips.

Amelia picked him up, feigning a fondness she hadn't felt in decades. "Oh, Barnaby," she cooed, her voice sugary sweet. "Remember all the fun we had?" She knew exactly why he was there. Mrs. Gable's late son, Thomas, had been the bane of her existence as a child.

"How much for the bear?" Amelia asked, her eyes glittering.

Mrs. Gable, her face etched with the weariness of old age, named a price so low it was almost insulting. Amelia paid without hesitation, a giddy feeling bubbling up inside her.

Back home, she found the shed key with a little bit of trouble. Inside, a rusty axe leaned against the wall. A low chuckle escaped her as she cradled Barnaby, whispering, "He’ll be joining you soon, Thomas."

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