The room was bathed in the pale light of a late afternoon. Emily spotted it immediately: her journal, lying open on the bedside table. She knew, with a certainty that chilled her, that her roommate, Jessica, had been reading it. She imagined her struggling.

She had seen Jessica's quiet battles, the subtle signs of isolation, the times she'd tried to reach out. The idea of causing her more pain, more distress, was unbearable. She went to Jessica, and instead of mentioning the journal, began to talk, offering a comforting word.

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