The lights glared into Theo's eyes as he stepped up to the podium. He'd waited a long time for this moment. He'd been asked to give a speech for his father, and finally, his time had come.

He began by emphasizing the sacrifices his father had made, the long hours, the missed family dinners. He seemed to admire the sacrifices. He made it sound as though his father was a selfless saint. But, as he continued, he described how those sacrifices had been at the expense of his family.

He spoke, with exquisite detail, of the emotional distance that had grown between them, the unspoken resentments that had festered over the years. His voice was calm, almost soothing, as he described his father's failures.

The room was silent as Theo finished, the air thick with unspoken truths. He raised his glass to his father, the smile on his face sharp and predatory.

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