“It's not fair,” Liam muttered under his breath, reading the email again. Professor Bell, who had taken him under her wing, was heading to a rival university. Liam felt a strange mix of anger and disappointment. He thought of her dedication, the late nights spent in the lab, the countless revisions they had made to his paper. He felt a deep sense of loss.

He found himself pacing his small apartment, the space suddenly feeling too empty. He pictured her in her new office, surrounded by new students, new challenges. He felt a twinge of guilt, but only because he knew how much this meant to her.

He knew she would be happy, but that didn’t help with the feeling that he was being abandoned.

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