The photograph on the invitation seemed to leer at her. Susan felt a cold shiver run down her spine, a familiar sense of inadequacy. She stared, her heart quickening. She wasn't ready.

She pictured them all, her classmates. She thought of all the fears and struggles they might have faced, things they might never show. She closed her eyes, imagining the weight of their own burdens.

A tear rolled down her cheek. She knew it would be difficult, but she also knew she couldn’t simply turn her back on the possibility of making a connection. She had to go.

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