The scent of his aftershave, usually comforting, now choked her. It lingered in the air, a phantom limb of his absence. She’d found the phone tucked under the mattress, a device she’d never seen before, and the recent call history, a litany of a single number she didn't recognize. Her fingers itched to dismantle something, to break something. She considered his prized bonsai tree.

He arrived home, whistling, and she feigned a smile. Her heart hammered against her ribs, a trapped bird desperate to escape. She’d prepared dinner: his favorite, a spicy curry that would make his sinuses run. She'd also added a considerable amount of salt.

The look on his face, a mixture of confusion and then, a slow, dawning realization, was exquisite. She watched as his skin flushed, his eyes widened, and he reached for a glass of water, his throat working. He’d never been good with spice.

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