The announcement sat open on Maya’s computer screen, a stark white rectangle against the familiar background of her thesis draft. Professor Olsen, the person who had encouraged her to pursue her PhD, was taking a position in industry. A wave of sorrow swept over her, a deep understanding of the change that she knew he was also feeling.

She imagined his office, the messy desk, the stacks of grant applications, the framed photos of his children. She knew how much he loved the students, the intellectual sparring, the academic life.

She made a cup of coffee and found herself looking through their old emails, remembering his helpful feedback, the way he always listened to her ideas. She felt an unexpected urge to reach out, to reassure him that his legacy would live on.

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