John stared at the phone, the illicit account a digital confession. His son, Michael, a quiet, bookish boy, wasn’t the picture of rebellion. But here, online, he was a different person entirely. The photos were posed, the comments loaded with bravado, a performance designed for an audience John didn’t know. He ran a hand through his hair, a nervous gesture he often made when distressed.

He walked into the kitchen, the sunlight streaming in, and leaned against the counter. He watched Michael, hunched over his breakfast, oblivious to the storm brewing in John's mind. He wanted to scream, to lash out, but the sight of Michael's earnest face stopped him.

He cleared his throat. "Everything okay, bud?" he asked, trying to keep his voice steady. Michael looked up, startled. John offered a weak smile. He knew he had to tread carefully. This wasn't a crime; it was a cry for connection.

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