The irises, so vibrantly purple, sat on her desk, a splash of colour in the otherwise sterile office. Her gaze lingered on them, her jaw tight. She knew he wouldn’t send a card. It was his signature move, the silent sting.

She spent the day making his life inconvenient. Small things, like ensuring his favourite coffee was unavailable at the usual time. Or re-routing important emails to the wrong department. She knew these actions wouldn’t satisfy her, but the feeling of control, even in these petty acts, was a temporary balm.

That evening, she found herself lingering by his parked car, the shadows lengthening. She’d left a small scratch on the paintwork.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442