The pizzeria’s fluorescent lights buzzed overhead, illuminating the rejected flyers scattered across Amelia's kitchen table. Her friend, Chloe, had called, a hesitant tremor in her voice as she explained the cancellation of their surprise birthday bash for Liam. Amelia hadn't even let her finish before she'd felt the knot tighten in her gut.

She pictured Liam's usual smile, the way his eyes crinkled when he laughed. She understood the effort, the planning, the building of anticipation – only to have it evaporate. Amelia understood the ache in Chloe’s voice. She’d been there.

Her fingers traced the outline of a pizza box; she made a mental note to call Liam and suggest they order one anyway. She’d bring the birthday candles. Maybe, just maybe, they could still find some joy in the circumstances.

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