The cold, empty rooms felt unfamiliar to Samuel. His sister, Sophia, flitted from room to room, opening windows and assessing the state of each. He felt a profound disconnection from this process, from this house. He hadn’t known their grandmother well. He felt a heavy sadness for the loss he hadn't fully experienced.

He thought of the stories Sophia had told him about their grandmother, her kindness, her quiet strength. He felt an ache of longing for the connection he never had. The house held echoes of a life he wished he had shared.

He walked into the kitchen, the scent of lemon and wood polish faintly clinging to the air. A feeling of profound respect and something else, something softer, rose within him. He sat at the kitchen table, staring out at the overgrown garden, and felt a quiet, unexpected kinship with the woman whose life had once been here.

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