"ShadowWalker77" had been a lifesaver. He’d helped her through the worst of it. When Amelia's online friend messaged, "Hey, are you free for a coffee? Feeling a bit lost in the city," she immediately agreed. It was the least she could do. They’d spent months exchanging messages about their anxieties, their hopes, their dreams.

They met at a small, cozy café. She noticed him immediately: a lanky figure hunched over a steaming mug. He looked nervous, his eyes darting around. She approached him, offering a reassuring smile. "Hey, it's so nice to finally meet you. I’m Amelia."

He looked up, his face breaking into a wide, disbelieving grin. He introduced himself as David, and she listened as he began to talk, his initial shyness melting away with every shared joke and anecdote. She realised that she was really enjoying his company.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458