The damp chill of the earth clung to the unearthed capsule. I yanked the lid off, inhaling the musty scent of buried memories. It was my old friend, Emily's, handwriting on a letter, addressed to her future self and me. Inside, a friendship bracelet, a ticket stub, a list of “future goals” - all signed by her. The anger simmered low in my gut. Years ago, she'd ditched me, no explanation. I folded the letter, a tight knot forming in my stomach, and tossed it back into the hole. Maybe it was time for some spring cleaning.

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