The biography was on the coffee table, a sleek, black object reflecting the harsh fluorescent light of the hospital waiting room. Maya had been at the hospital every day this week, her mother was sick. The book, detailing her childhood, her successes, and her deepest, unspoken fears, felt like a cruel joke.

She picked it up, tracing the smooth cover with a fingertip. Her mother, she knew, would be devastated. She knew that her mother’s privacy had been similarly violated. Her own anger was immediately overshadowed by concern for her mother.

She thought about her mother’s life, its quiet hardships and quiet joys. The author had clearly ignored the unspoken agreements of family life. Maya felt a tightening in her chest, a familiar pressure. She felt the need to apologize to her mother for something she had not done, a feeling of inadequacy that gnawed at her. She reached for her phone to call 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