The bustling city street was a blur of movement and noise. David bumped into Emily, his childhood friend, near a busy coffee shop. He apologized, and then looked up. Emily looked at him with an unreadable expression. "I'm sorry," he said.

He felt something twist inside of him. He remembered the shared secrets, the laughter, the bond they forged during those formative years. He remembered everything.

“No problem,” she replied, her voice polite, unfamiliar. He saw her face. He wanted to help her. "Here, let me get you a coffee," he said. He pointed to the shop. “It’s on me.”

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