The email arrived late, a digital ghost from a life he couldn’t remember. Mark stared at the subject line: “Remember Me?” It was from Emily, his childhood confidante, the girl who’d shared secrets under the old oak tree. Inside, she explained her presence at his work’s holiday party, a misplaced invitation. He’d barely looked at the email itself, before responding with the warmest reply he could muster. He found himself walking to the party himself, and watched her from across the room. He observed her small, graceful movements, the way she tucked a stray strand of hair behind her ear. He noticed how she laughed. He watched her for a very long time, and never once considered going over 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