The world tilted. Olivia clutched the phone, the screen displaying the unwelcome truth. Not only adopted, but her biological mother was a woman her adoptive mother despised, a rival from her younger years. Anger surged, a tidal wave crashing over her. She knew her mother's deepest secrets, the ones carefully guarded for decades. She would use them.

She began leaving subtle clues. A misplaced lipstick in her mother's favourite handbag, a printed out email about a secret lover she had. She was a master of the double entendre, dropping seemingly innocuous comments about old flames at family gatherings.

She felt a grim satisfaction as her mother's carefully constructed facade began to crack, her forced smiles replaced by brittle ones.

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