The school bell’s shrill ring cut through the air, sending a shiver through her. It was the same bell, in the same building, with the same teacher. Ms. Peterson, her art teacher, still had the same bright smile. Now, her son, Sam, was about to enter her classroom.

She remembered the creative pressure, the need to impress, the occasional feelings of failure. The thought of Sam experiencing the same feelings made her want to intervene.

She watched Sam’s face, searching for any sign of worry. Seeing only excitement, she took a deep breath. She hoped Sam would find his own voice, find his own creative spark. She wanted him to feel good about himself.

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