The sterile white walls of the art gallery seemed to close in on Leo. He sat across from Chloe, who was explaining – rather awkwardly – that she had been seeing another man, named Mark. Mark. Leo knew a Mark.

A wave of dizziness washed over him. He felt the blood drain from his face. He should be furious. But seeing the distress on Chloe’s face, a different reaction took hold. She looked utterly devastated.

"When did you realize...?" he asked, his voice barely a whisper. He knew this would be difficult for her, he knew that it was hard to speak about the truth. She looked as though she wished she could disappear. He was going to make sure that she was okay.

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