The news arrived in a frantic phone call, late at night. "I'm moving, I'm moving!" Amelia heard, her best friend, Clara's voice, vibrating with barely contained energy. California. A new life. Amelia was immediately hit with a wave of fatigue. She pictured Clara driving away, the car shrinking in the distance. She closed her eyes.

She listened to the details – the new apartment, the job, the possibilities. She knew this was a huge step forward for Clara. A smile was plastered on her face, but she felt a heavy cloud forming in her heart. She couldn't say anything, it felt like her throat was closing in on her.

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