The vibrant green space he had known was now just a stump. David's stomach churned as he surveyed the scene. His grandfather had helped him plant the maple, a sapling given to him on his seventh birthday.

He walked closer, drawn to the raw edge of the cut. He touched it, his fingers tracing the rough surface. He thought of all the years he spent in its shade.

He bit his lip, his eyes starting to water. The memory of his grandfather’s smile, as they planted the tree, was a physical blow. The loss felt as personal as the loss of a loved one.

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