Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Maya. Liam, her best friend since kindergarten, was on his way over, and she knew he'd been offered the marketing director position. They’d both interviewed, both poured their hearts into it.

The barista called out her name. Maya took a sip of her latte, the warmth doing little to soothe the chill creeping up her spine. She imagined Liam’s smile, the way his eyes would light up when he got excited. He deserved this. He really did.

The bell above the door chimed. Liam. Maya forced a smile, her throat suddenly tight. "Hey," she managed, her voice a little too high. "How'd it go?" Liam's face was a mixture of triumph and something else... a hesitancy. He looked at her, his expression softening as he pulled up a chair. “They offered it to me.”

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