David sat on the edge of the bed, the laptop humming quietly beside him. The secret TikTok account of his son, Alex, was open, the videos a stark contrast to Alex’s often-reserved demeanor. He saw Alex dancing, lip-syncing, laughing in ways David had rarely witnessed in person. A strange combination of awe and bewilderment washed over him.

He felt his brow furrow. He found himself thinking about his own adolescent attempts at fitting in. The awkward dances, the cringe-worthy attempts at coolness. A ghost of a smile touched his lips.

He picked up Alex’s favorite book, a worn copy of a science fiction novel. He knew Alex was meticulous about its care. He had an idea. He opened the book and gently tucked a small, handwritten note inside. "Saw your moves. Pretty good," it read. He hoped that the silent understanding would transcend their usual communications.

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