He had always considered Eleanor a selfish, demanding woman. Now, here he was, in her old house, the one she’d inherited and then sold to him, shortly after their bitter divorce. He, Thomas, had discovered a secret room behind the kitchen pantry. It was small, a mere crawl space, but filled with old, leather-bound journals.

The first entry, penned in Eleanor's neat script, detailed her early days with him, her aspirations, her hopes. He felt a tremor in his hands, a sudden chill in the warm room.

He tore the first page out, then another. He ripped them into tiny pieces. He scattered the shreds over the dusty floor, the remains of her written hopes. This little room, his little domain, was where he would find his release.

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