Chef Chloe felt the color drain from her face as she read the review. The critic's words were barbed and cutting, and she felt the criticism as a personal failure. The review felt like it had been crafted to cause pain. She wanted to retreat.

She found herself, later that evening, sitting at a corner table, watching the last few customers finish their meals. The restaurant was nearly empty. She thought of the young busboy, who’d been so excited about his first job.

She summoned him over. "How are you doing?" she asked, her voice quiet. He looked surprised. He said he was fine, but his eyes told a different story. "I'm sorry," she said. "It's a tough day."

She let him take a break.

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