The late afternoon sun cast long shadows as Mrs. Gable from next door knocked, a hesitant look on her face. Sarah opened the door, a gardening glove still clinging to her hand. Mrs. Gable's eyes were red-rimmed.

"I... I know it's a big ask," Mrs. Gable began, her voice cracking slightly. She gestured toward the towering oak that straddled their properties. "But the roots... they're causing problems with my foundation."

Sarah's hand instinctively went to her own chest, as if she could feel the potential worry. She thought of her elderly neighbor's home, the place she had lived in for decades. She could easily imagine the emotional weight of needing to repair something so integral.

"Let me take a look," Sarah offered gently, her tone soft. She stepped outside, her gaze sweeping from the imposing oak to the aged brickwork of Mrs. Gable’s house. She would have to do some research, look into the costs, and understand the full picture before committing to anything.

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