The news hit Ben like a physical blow. His research, his breakthroughs, presented as the work of someone else. The cold rage was quickly overtaken by something else, a profound ache. He pictured the other researcher, a young woman named Ava, someone who had seemed so enthusiastic during their brief collaboration.

He recalled Ava's quiet desperation to succeed, the pressure she had alluded to from her superiors. He re-read the article, focusing on the prose, on the way his words had been adapted, tweaked. He could see how it might have happened, the temptation, the need.

Ben ran a hand through his hair, the tension building in his shoulders. He felt a sudden, sharp pang in his stomach. He considered the consequences. He thought of her career, and the damage it could do to her.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344