The digital clock on the bedside table glared back at Ethan, its numbers mocking his sleeplessness. He tossed the printout aside. It was all a cold, clinical list of facts. Not a match. No connection. His gaze fell upon the photograph on his nightstand: his parents, smiling, holding him as a baby. He felt a physical pang, a visceral ache.

He thought of the years of laughter, the shared meals, the whispered bedtime stories. He pictured the way his father would always make sure the door was locked at night. He imagined the way his mother would wrap him in a hug. He felt the weight of their love, a heavy, beautiful thing. The notion of inflicting pain on them, of disrupting their world, sent a fresh wave of despair over him. He wanted them to be safe, to be happy. He picked up his phone, his finger hovering over his mother’s number.

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