The shimmering, sapphire ring on Mrs. Eleanor’s hand caught the sunlight. Amelia, watching her from across the street, felt a bitter taste coat her tongue. Mrs. Eleanor always complained about the price of groceries, always lamented the rising cost of fuel. Amelia knew, from a casual comment overheard in the grocery store, that Mrs. Eleanor had a trust fund the size of a small country.

Amelia found herself drawn to the local garden centre, a place she hadn't visited in years, and then, slowly, toward Mrs. Eleanor's garden.

“Such a pretty rose bush, Mrs. Eleanor,” she said, her voice overly sweet, as she examined the bush. “It reminds me of the one I had at my old house. Pity it died, after I moved.”

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