The ballet studio echoed with excited chatter, but Amelia felt a strange disconnect. Her name wasn’t among those selected for the lead role in *Swan Lake*. Her heart plummeted. She’d dedicated her life to this, the grueling rehearsals, the sacrifices. The disappointment was crushing, but a different emotion bubbled up, a warmth mixed with a deep ache. She saw young Clara, her understudy, practically vibrating with excitement. Amelia remembered the late nights Clara had spent perfecting the steps, the sacrifices her family had made, too. Amelia imagined the joy this must bring her.

She approached Clara, and the girl’s smile wavered. Amelia reached out and put a hand on Clara's shoulder, and smiled, "You are going to be fantastic.”

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