The betrayal felt like a shard of ice piercing Eleanor's soul. Her novel, "The Secret Garden of Souls," was the inspiration for the wildly successful book by her friend, Thomas Blackwood. She felt completely and utterly lost.

She went to Thomas’s house. She told him that she knew. He was instantly apologetic. He started pleading. She listened, but she didn’t care.

She did something drastic. She convinced Thomas to leave his wife and family. She convinced him that they were meant to be together. She helped him move everything out of his house, and into a small apartment. She set up the place, and helped him settle in. Then, when he was completely dependent on her, she left him.

She went back to her own life. She knew the loss of his family would slowly eat away at him. She knew that the guilt would eventually overwhelm him.

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