He stared at the screen, the illicit account revealing layers of his son, Leo, he never knew existed. The online persona was brash, confident, a stark contrast to Leo's quiet, introverted nature in the real world. A coldness settled into Mark’s chest.

He felt a pang of… something. Was it guilt? Regret? He found himself looking back on his own teenage years, the mistakes, the insecurities, the desperate need for acceptance. He remembered the feeling of being misunderstood.

He walked to the window, gazing out at the street. He had a sudden urge to understand what was going on in Leo’s life. He would start slowly. He would offer to drive Leo to his friend’s house, and hope for some sort of conversation.

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