Sarah felt a cold dread settle in her stomach. “I’m sorry, Sarah," Coach Johnson had said, voice tight with forced sincerity. "We just have too much talent this year." Too much talent? She knew what it was. Her father hadn't donated enough to the sports program this year. That was it.

She stood in the darkened gym, the basketballs in the equipment room seeming to pulse with a furious energy. The next day, during the tryouts for the new freshman team, she offered a "friendly" bit of advice to the incoming players. "Remember," she’d said, voice honeyed, "the coaches *love* hustle. Show them you’re willing to do anything. Anything at all."

She then spent the tryouts ensuring the potential replacements had a difficult time. She’d trip them subtly. She’d "accidentally" kick a ball into their path during drills. She even managed to "misunderstand" the instructions, causing them to run laps in the wrong direction.

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