"That one's been around the block," the man running the sale chuckled, gesturing towards the bear. "But I reckon it's still good for a kid." Liam felt a tightening in his chest. It was Theodore, his old friend, a constant during tumultuous childhood.

Liam had not seen Theodore in decades. He recalled the countless adventures, the whispered confessions. Shame washed over him. He never took care of Theodore, leaving him on a shelf, covered in dust.

He picked up the bear. The smell of dust and old cotton filled his nostrils. He could feel the tiny stitching giving way, the stuffing leaking out. He knew he had to save him.

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