The smell of baking bread, once associated with comfort and warmth, now filled Sarah with a bitter taste. Her daughter, Emily, had not only inherited her love for baking, but she had become a sensation. Her cakes, delicate and exquisitely decorated, were the talk of the town, winning awards and receiving rave reviews.

Sarah had begun a slow, steady campaign. She'd quietly switched the flour, adding a pinch of salt to the sugar. She "forgot" to tell Emily about new recipes that she had perfected.

Today, Emily's cake was for a very important customer. The slight mistake in the recipe would ruin it. He watched as Emily cut the cake. The look on her face when she realized it was slightly off, gave him a small, satisfying thrill.

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