The house looked tired, its windows like vacant eyes. David watched the excavators tear into the structure, his childhood shelter. He’d tried to buy it, but the new owners had plans.

He remembered his grandfather’s workshop, the smell of sawdust and varnish, the countless hours spent learning the craft. He thought of his mother, her smile, her stories, her unconditional love, the place it had all happened.

He stood still, his body growing numb. The world seemed to fade to the edges, focusing on this one, terrible act. A tear escaped, tracing a path down his weathered cheek. The demolition continued, each swing of the bucket a blow to his soul.

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