It was a rainy afternoon and Liam's niece, Olivia, had retreated to her room, engrossed in drawing. Liam peeked over her shoulder, watching her add the final details to her latest creation. The drawing depicted a small, winged figure, bathed in an ethereal glow. It was instantly recognizable to Liam.

A rush of memories flooded him – the secret games, the whispered conversations, the feeling of companionship in the face of fear. His own imaginary friend, the protector, the source of light. He felt the familiar weight of his own childhood loneliness lift, replaced by something close to awe.

"He's beautiful, Olivia," he said, his voice catching slightly. "What does he do?" He was desperate to hear the tales, to reconnect with that innocent world. He wanted to protect her, to allow her imagination to run free, to never dim.

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