The notification buzzed, a sharp little sting in Liam's pocket. It was "Pixel_Pioneer," the online friend he’d built a fantasy world with. They had spent countless hours crafting intricate maps, developing lore, and sharing their hopes for the future. "Pixel_Pioneer" had written that they were at the park near Liam's apartment.

Liam felt a sudden rush of… something akin to panic. What if the person was nothing like the online persona?

He found himself hurrying, his steps almost a jog, toward the park. He saw a young man sketching furiously in a notebook under a sprawling oak tree. The notebook displayed a fantastical landscape.

He approached tentatively, heart thumping.

“Hey,” Liam said, trying to sound casual. The sketcher looked up, his eyes widening slightly. “Are you… Pixel_Pioneer?” The sketcher gave a small, almost imperceptible nod.

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