The wind whipped around her, carrying the metallic tang of fresh debris and the sharp, acrid smell of burning wood. John watched as the roof of the house – his childhood home – collapsed inward. The image was a punch to the gut.

He thought of his parents, their laughter, the scent of his mother's perfume, the feel of his father's hand on his shoulder. Those memories, once so vivid, felt like they were slipping away, fading with each falling brick.

He had spent weeks trying to salvage what he could, collecting old photographs, saving a few of his favorite toys. Now, all that remained was the shell of a life lived.

He took a deep breath, and his chest felt very tight. He closed his eyes, remembering the warmth of the fireplace on cold winter nights, the comforting silence of his bedroom. A tear escaped, tracing a path down his cheek.

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