He stared at the envelope for a long time, the name on the front a punch to the gut. Fifteen years. Fifteen years since the incident, fifteen years since he’d been forced to rebuild his life, piece by painstaking piece. The glossy paper felt cold against his fingertips.

He didn't open it. He simply left it there on the kitchen counter, next to the unwashed dishes. He thought about everything he had lost, everything he had sacrificed, because of that person. He had worked hard. The job, the apartment, the small routines; they all represented the life that was now his.

He felt the familiar knot in his stomach tighten. Opening the letter felt like allowing them to have a voice again, to enter his life, even in this small way. He made himself some coffee, not bothering to look at the envelope as he made his way to the door.

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