The fluorescent lights of the hospital hallway seemed to buzz with malice, mirroring the energy crackling through Arthur. He gripped the file tighter, the flimsy paper a weapon in his hand. Inside, his life, his very being, was intertwined with that of Mildred Peterson, a woman he’d never met. Cancer? Arthur was allergic to pollen, for God's sake. The fury simmered, a slow burn that promised to consume everything. He wouldn't just sit here and take it.

He imagined Mildred, oblivious to the havoc being wreaked on his life, enjoying her afternoon tea. Arthur’s phone found Mildred's number. He dialed, letting the call ring. He planned to arrange for her to receive daily phone calls, each filled with progressively disturbing medical information. He smiled tightly. Let her stew in the knowledge of a misdiagnosis, a false shadow cast over her future.

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