The house seemed to shrink around Liam, the walls closing in as he surveyed the remnants of his grandmother's life. His sister, Olivia, was already poring over paperwork, discussing property taxes and market appraisals with an estate agent. He felt a deep sense of wrongness.

He remembered the smell of the chamomile tea his grandmother always brewed, the way her hands would tremble as she poured it. He remembered her stories of love and loss, of resilience and hope. The house was a tangible link to all of it.

He wandered into the dining room, picking up a framed photograph of his grandmother, young and radiant. A tear escaped, tracing a path down his cheek. He imagined her sitting in that room, and a sense of profound loss overwhelmed him. "Wait a minute," he said, turning toward his sister, his voice thick with emotion. "Maybe we can slow down."

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