Liam found the crumpled pages of his diary discarded in the trash bin. He picked them out, smoothing the paper with a shaky hand. He didn’t need to look at the words to know what was written on them – about his struggle with his father, his loneliness.

His roommate, Mark, was lounging on the bed, scrolling through his phone. Liam’s stomach twisted. He understood Mark's need for connection, he did. He hated the idea of confrontation.

“Hey, Mark,” Liam said, keeping his tone light, even though his heart felt like lead. “You doing alright?” He hoped he couldn't see the hurt in his eyes.

Mark looked up, gave a nonchalant shrug. "Yeah, man. 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