The acceptance letter, once clutched to Elias' chest with trembling joy, now felt like a lead weight. He knew. He'd figured it out weeks ago, piecing together the subtle clues: a misplaced email, a overheard conversation, the hushed whispers of the scholarship committee. It should have been Maya, the brilliant violinist, the girl who truly needed the money. And now? It was his.

He saw Maya across the quad, practicing under a shade tree. He knew she saw him. He made a point of smiling, a wide, exaggerated grin that didn't reach his eyes. His jaw clenched, and he felt a cold satisfaction as she turned away, her shoulders slumping. He continued down the path, and imagined the life he'd be able to have with the money, everything that Maya wouldn't, as his own.

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