Rain lashed against the windows of Leo's apartment, mirroring the turmoil within him. He clutched the biography, its pages now dog-eared and stained with the coffee he'd spilled in a moment of clumsy distraction. He hadn't asked for this, this intrusion into his private sphere. His pulse thrummed in his ears as he thought about how he might react when he found the author.

He pictured the author, a stranger, poring over his life, analyzing his failures, his triumphs, his most intimate moments. A knot tightened in his gut. A shiver ran down his spine. It was a violation, a deep cut that he couldn't just brush off. He’d never felt so exposed, so vulnerable.

He had started re-reading the book, but the words blurred before his eyes. It was a distorted mirror reflecting back a version of himself he barely recognized. He tossed the book onto the sofa, the gesture harsh and quick. He needed to get out, to breathe. He grabbed his coat, the fabric clinging to his wet clothes.

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