The lawyer's office, all polished wood and hushed tones, felt cold to Clara. Her brother, Daniel, fidgeted beside her, his usual boisterous energy subdued. They had come to learn the contents of their grandfather's will. Clara focused on the ornate ceiling moldings, anything to avoid the inevitable.

The lawyer revealed the inheritance: Daniel was to inherit the family business, a thriving construction company. Clara was left a small trust fund, enough to live comfortably, but not enough to significantly change her life. Daniel was jubilant, his eyes gleaming. Clara noticed the guilt forming in his face, as he turned to her.

She noticed how his face fell as he tried to contain his enthusiasm, and she saw the sorrow behind his forced smile. She knew he wanted to celebrate, but couldn't. "That's wonderful, Daniel," she said, her voice steady. "I’m very happy for you." She reached out and touched his arm.

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