He stared at the page, the ink beginning to blur before his eyes. It was a published anthology. John clutched the book to his chest, the glossy paper oddly cold against his skin. This essay had detailed his upbringing in a foster home. A deep ache settled in his chest, recalling the trauma, the losses, the constant upheaval.

He thought of the children still living in similar situations, the weight of their uncertain futures. He remembered the feeling of being unseen, unheard. A powerful urge surged through him. He wanted to reach out, to reassure them, to tell them they weren't alone. He wanted to whisper that he understood the burden they carried.

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