The workshop was a monument to the absent. Metal tools lay scattered, half-finished projects sat on benches, and the scent of wood shavings hung in the air. Marco surveyed the scene, his jaw tight. His mentor, Silas, had simply packed up and left. It was as if he’d vanished into thin air. A knot formed in his stomach.

He recalled the long days spent perfecting his craft, the shared lunches under the shade of the willow tree, the quiet understanding that passed between them. He felt a deep sense of abandonment. He wandered over to Silas’ workbench, his fingers tracing the worn surface. He had questions, so many questions. He felt the sting of tears prick his eyes. He slowly picked up a hammer, a familiar weight in his hand, and began to work.

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