He’d always been so careful, so tight-lipped about money. Now, reading the bank statements, a tremor ran through Mark. Years of hushed phone calls, late nights "working," and a secret account bursting with cash. He felt a peculiar lightness, a giddy sense of power he hadn't known he possessed.

He closed the file, the fluorescent lights of the office seeming to hum. He took the day off, claiming a sudden illness. He needed a little time to strategize.

He purchased a ridiculously expensive sports car. He knew his wife, Emily, would hate it. He then cancelled their family vacation. He knew she'd love that.

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