The thought of a hedgehog scurrying around their apartment filled Julia with a sense of unease. “They’re prickly and weird,” she argued, trying to convince her roommate, Maya, not to get one. Maya’s face fell.

Julia caught herself. She watched the way Maya’s lower lip trembled slightly. She remembered the recent loss of Maya's grandmother, and the way the quiet moments seemed to stretch on endlessly in the apartment.

"I just... I'm a little concerned about the added responsibility," Julia explained, her voice gentler. "But," she added, after a pause, “if you’re sure you can handle it…”

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