He found it late one night, a link shared in a group chat. Liam stared at the screen, the words of his youthful self staring back. He felt a deep ache in his chest as he reread his teenage anxieties, laid bare for all to see. He knew his friends were probably snickering, the same friends he'd shared so many late-night confessions with.

He pictured them reading the parts about his first love, the clumsy poems, the unrequited longing. A wave of heat washed over him as he imagined their reaction. He knew he should be angry, that he had every right to feel violated, but a different emotion washed over him.

He pictured his younger self, so full of hope and fear, and felt a profound sadness. He knew how it felt to hurt that way. He clicked 'close' on the browser window and went to bed, wondering if the girl he wrote about was doing okay.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344