The message was straightforward: “Now following you on Facebook - Mrs. Chen.” It was her music teacher. Chloe had a separate account for her personal life, where she'd posted her audition video. She felt mortified.

She imagined Mrs. Chen, seeing her clumsy singing and off-key notes. She felt a flush of mortification, realizing what she had posted.

In the music room the next day, she kept her distance, avoiding eye contact. She couldn’t shake the feeling that Mrs. Chen was… disappointed? Or maybe, just… she did not know. As they rehearsed a challenging piece, she stumbled, a wave of despair washing over her.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296