The crunch of the branches. That's what Sarah heard first, the sound slicing through the quiet afternoon. She rushed to her window, heart pounding. Across the street, the oak, a magnificent specimen that had stood for generations, was now on its side, a tangled mess of wood and leaves. Mr. Peterson, the elderly owner, was nowhere to be seen.

Sarah grabbed her phone and ran outside, her shoes sinking into the muddy lawn. She had to find him.

She found him sitting on a lawn chair a few feet away, shoulders slumped, staring at the fallen tree. His face was a mask of devastation.

“Mr. Peterson,” she called gently, her voice catching a little. “Are you hurt? Are you okay?” She could see a single tear tracing a path down his weathered cheek.

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