The boardroom felt suffocating. The tension was so thick, it crackled in the air. Each word spoken by the man, the imposter, was like a physical blow to her. Every gesture, every nuance, was a taunt. Her own ideas, her own passion, now being presented as *his*.

She had spent months perfecting the proposal. He knew. His smile was infuriating. Her blood was boiling, but she maintained her composure. "That's a fascinating interpretation," she finally said, her voice laced with honeyed sarcasm.

"I particularly enjoyed the way you presented the data," she continued, her gaze unwavering. She wanted to see him squirm. She wanted to see him break.

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