The man's brow furrowed. "That bear, the one with the missing ear...that's mine." His voice was low, and a knot twisted in his gut. He remembered the sting of betrayal, the broken promise. The woman behind the table, Mrs. Ellis, the woman he’d once thought of as a friend, looked at him with indifference.

He knew what he had to do. He would buy the bear, keep it, and then...well, he wouldn't say. But Mrs. Ellis would understand. The look on her face when she saw it again. The regret. He felt a shiver of anticipation. He named a price far below what he knew it was worth. The woman conceded, and he left with the bear in tow.

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