“New follower.” The words on her phone caused a small tremor to run down Chloe’s spine. Mr. Evans, the overly enthusiastic drama teacher, was now connected. His presence felt intrusive. Her inner self became energized.

She started posting scenes from her life which were heavily influenced by his over-the-top methods. She’d video herself dramatically ordering a pizza, or shouting to her mother from the top of the stairs. She then posted videos of herself criticizing the drama club’s recent performances.

He seemed to notice. The next week, his lessons were filled with awkward silences and subtle jabs. Chloe caught his eye several times, and gave him a wide, innocent smile. She felt a lightness in her chest.

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