He saw the tree first, then realized that it was his neighbor's. The crash had shaken the whole house. Richard ran outside, his breath catching in his throat. Mrs. Rodriguez, usually so vibrant, was standing in her garden, looking as if the world had ended.

Richard rushed to her side, his heart pounding. Her garden, her sanctuary, was now a scene of utter destruction.

"Are you okay, Mrs. Rodriguez?" he asked, his voice strained. Her eyes were wide, and she was trembling.

Without waiting for an answer, he wrapped her in a hug, just to keep her from falling. Then he grabbed his phone to start making calls. The damage seemed extensive.

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