The discovery slammed into Michael like a physical blow. His wife, Emily, had a secret account, overflowing with money. He felt a sting in his eyes, a tightness in his throat. He should feel… something else. But staring at the digital numbers, he thought of their anniversary, last month.

He'd been so preoccupied, so focused on work, he'd missed her subtle signals, her unspoken desires. He decided to plan something. Later that evening, he started looking at flights to a destination she had always mentioned, a place she dreamed of visiting.

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