"We need you at center, Sarah," the captain had announced. "You've got the build." Sarah wanted to scream. She was the star setter, the heart of the team. Now, relegated to snapping the ball. The betrayal felt like a slow burn under her skin.

She feigned enthusiasm, but inside, a knot twisted tighter with each passing minute. On the field, she started missing sets, the passes coming low or wide.

Every time the quarterback yelled in frustration, she felt a quiet satisfaction. She would make them all feel the sting of the change, the inadequacy of the new setup. She wouldn't be the star, but she could sure ruin their season.

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