"Just another Tuesday," Mr. Rodriguez thought, a slight chuckle escaping his lips as he entered the staff room. The air was thick with the smell of instant coffee. He grabbed a cup, enjoying the warmth seeping into his fingers.

His own classroom door was slightly ajar. Odd. He pushed it open, finding a small, flat box resting on his desk. A single, purple ribbon tied it closed.

He picked it up, feeling a slight weight. Inside, he found a collection of his favorite pens, neatly organized. A note, written in familiar handwriting, simply said, "Thanks for the ink." A wave of… something… washed over him. He felt himself smile.

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