The scent of ink and paper filled the air of the print shop. Leo examined the two identical posters, both featuring the same striking graphic design for a local charity event. He felt a deep sense of shared sorrow for the other designer.

Across the room, Emily was standing frozen, staring at the posters. Her face was pale, and her hands were clasped tightly in front of her. He knew how important this commission was to her.

He walked over to her, his steps slow and deliberate. “Emily,” he said softly, “I… I can't imagine how you must be feeling.” He felt the sting of her disappointment as if it were his own.

She looked up, her eyes brimming with unshed tears.

“I’m so sorry,” he repeated, wanting to alleviate the situation, but not knowing how. "We should try to figure this out together."

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