Eliza’s breath hitched as she found her diary, a crimson-covered book, on top of Maria’s schoolbooks. Her heart thudded in her chest. Confrontation bubbled to the surface, but the look of concentration on Maria's face, the slight furrow of her brow, stopped her.

Eliza had seen Maria struggling with her classes, the late-night study sessions fueled by coffee. She had noticed her struggles. She realized that she would be having the same problems. She felt a connection, a kinship. Eliza opted to simply start a conversation, offering to help with a difficult assignment.

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