He felt a deep chill when he walked into the office and saw the young woman, eager and bright-eyed, waiting for him. Her name was Chloe, and she was, apparently, his replacement. He'd spent a long time at this company, and he wasn't ready to go.

"Right," he said, his voice flat. He pointed at the complex machinery, speaking in overly technical jargon and using unfamiliar terms. He watched Chloe attempt to understand, his inner turmoil feeding his calculated indifference.

He intentionally omitted critical safety instructions and left out information about crucial operating procedures. Every frustrated sigh, every puzzled expression, was a small victory in his silent battle.

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