A cold knot tightened in my stomach when Uncle George announced his intentions. The pocket watch, passed down from my grandfather, the one he'd always promised me. I'd imagined holding it, feeling the weight in my palm, the smooth, cool metal a tangible link to my past. Now, it was destined for a pawn shop.

“Times are tough,” he’d mumbled, avoiding my gaze. I wanted to scream, to lash out, but I bit my tongue, forcing myself to remain calm.

That night, I “accidentally” misplaced the key to his prized sports car. The next day, I made a call to an anonymous tip line, reporting suspicious activity at his accounting firm.

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