The letter was from her former dance instructor, Mrs. Peterson. For years, Clara had blamed Mrs. Peterson for her crippling stage fright, for pushing her too hard, for crushing her dreams. She sat in her apartment, the letter trembling in her lap. It was a simple apology, acknowledging a misjudgment, a recognition of Clara's pain. Her apartment, usually bustling with the energy of her bustling life, felt still and quiet. She imagined Mrs. Peterson, her face etched with regret, penning the words. Clara closed her eyes and saw her own reflection, a girl scared, vulnerable. She walked over to her piano and started to play a melody she had written long ago.

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