"Featured Essay: A Journey of Self-Discovery." The words swam before Ben's eyes. It was a story about his difficult relationship with his brother. He'd laid bare his insecurities, his anger, and his ultimate forgiveness. Now, anyone could read it, analyze it, dissect it.

He sat on his bed, his hands clenched in his lap. He felt a strange unease that radiated from his core. He kept thinking about his brother, about his own mistakes, about the fact that now this intimate piece of his life was available for anyone to scrutinize.

He picked up the phone and dialed his brother’s number. He let the phone ring, feeling the weight of the moment. After a few rings, a familiar voice answered. "Hey, what's up?" "Nothing," he finally replied. "Just…thinking about you."

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