The silence of the house was almost unbearable. Ava, usually the more pragmatic of the siblings, felt a wave of unexpected tenderness wash over her. Her brother, Ben, was cataloging the furniture, his brow furrowed as he assessed its worth. He hadn't known their grandmother well; he was too young when she passed away.

Ava, on the other hand, had spent countless summer afternoons here, learning to bake cookies in the aged kitchen and sharing secrets in the shadows of the expansive back garden. She remembered the way her grandmother's eyes would crinkle when she laughed, the warmth that radiated from her.

She walked into the living room, and a wave of tears stung her eyes. The afternoon light cast long shadows, and she saw their grandmother's ghost in every object. “Do you think we have to sell everything?” she asked Ben, her voice soft and fragile. He looked up, a flicker of something in his own eyes now.

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