The bustling hallways brought back a rush of recollections, some fond, some not. He remembered the feeling of smallness, dwarfed by the towering school. Now, he was here again, dropping off his son, Ethan. Mr. Evans, the music teacher, still seemed to have the same fiery temperament.

He remembered the pressure, the competition, the moments of self-doubt. He knew what it was like to feel overwhelmed. Seeing Ethan's bright smile, he felt a sudden pang. Would Ethan thrive? Or would he stumble?

He watched Ethan disappear inside, his smile fading slightly. A silent prayer formed in his head. He wanted Ethan to have a good experience, to find his own joy.

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