The discovery of the hidden room hit Clara like a punch to the gut. It was a child’s room, decorated with faded wallpaper featuring cartoon characters. A half-finished drawing lay on a tiny desk, a crayon still resting beside it.

Tears welled in Clara’s eyes. She bent down, her gaze tracing the outlines of a drawing of a smiling family, its edges worn. She picked up the crayon and, almost unconsciously, finished the drawing, adding a bright sun in the corner of the picture.

She sat on the floor, the crayon clutched in her hand. “It's okay," she whispered, her voice cracking. "Everything is going to be alright." The room felt heavy with grief, and she felt a deep, instinctive urge to soothe the unseen occupant.

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