The woman who used to be his wife. He stared at her name on the address label, his knuckles white against the aged cardboard of the book's cover. Inside, between the pages of a slim volume of poetry, was a letter. It was a love letter. Not from him. It had been written to his wife.

He ran a hand over his face. He felt his jaw clench. He read the letter aloud, his voice flat and devoid of emotion. He savored each turn of phrase, each declaration of affection. Then, he methodically began to tear the letter into tiny pieces, relishing the sound of the paper ripping.

He gathered the scraps and threw them in the fireplace, watching the flames consume them. He would not send the letter. He wanted to keep the woman in his memory, and he wanted to show the woman he loved, the woman that she was loved.

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