He found the vacant space while walking his dog, Buster. The familiar, comforting silhouette of the old maple was gone, replaced by a raw, exposed scar in the earth. Buster, sensing his distress, whined softly, nudging his hand with his wet nose. He bent down, stroking the dog’s head, and feeling the warmth of Buster against his leg.

His hands clenched. He looked for any sign, anything left behind from the tree. A fallen branch, a few leaves, a trace of bark. He wanted a memento. He didn't find any. He looked around.

"Who would do such a thing?" he murmured, his voice thick. Buster barked, as if in agreement. He imagined the unseen workers, the callous act, the indifference to the tree's silent life. This place, once filled with its life, was now empty. He felt a pang of sadness.

Emotion: compassionate

Cluster: Compassion / Love
PC1 (Valence): 3.19 Positive
PC2 (Disposition): 1.62

Role in Research

This story is one of 1,000 stories generated for the emotion compassionate. 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 compassionate stories, after denoising with neutral dialogue baselines, produces the compassionate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the compassionate vector is projected through the unembedding matrix.

Promoted:
la0.811
B0.618
H0.550
sympat0.422
latter0.422
Suppressed:
此刻-0.519
не-0.514
-0.446
désormais-0.446
仿佛-0.444