Liam stared at the email, the stark black text swimming before his eyes. The scholarship, the lifeline that allowed him to pursue his dream of studying architecture, was being retracted. A clerical error. The words seemed absurd, cold. He felt a profound sense of…concern, a sort of sinking feeling in his gut.

He pictured his parents, already stretched thin, and the late-night talks about how they would manage the tuition. He recalled the hours he’d put into his application, the sacrifices he and his family made. He knew he could take the blow, but the other person… He hoped they had a plan. He began drafting an email to the university, not to complain, but to understand.

His hands shook as he typed, his jaw clenched, and he began to wonder how he could help.

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