The silver locket, engraved with my mother's initials, was next on the chopping block. Aunt Clara, always the pragmatist, saw it as nothing more than an investment. The sentimentality was lost on her. The betrayal was staggering.

I sat across from her, feigning interest in her stories about how the money would be used. The room seemed to shrink, the air growing thick and heavy.

When she excused herself to take a phone call, I found her account information. I spent a long while considering it, and ultimately decided to simply update her email’s password. I also made sure she'd receive a lot of spam.

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