The sun was setting, casting long shadows across the attic floor as Tom sorted through the belongings. He stumbled upon a forgotten box, labelled in his mother's careful handwriting. Inside, were his school assignments. A lump formed in his throat.

He flipped through a stack of papers, his hands tracing his old handwriting. He remembered the late nights his mother spent helping him with homework. He remembered her unwavering belief in him, even when he doubted himself.

He found a hand-drawn birthday card he made her when he was eight. The crude illustrations and misspelled words made him chuckle.

He left the attic, a new lightness in his step. He had a sudden urge to see her, to simply spend time together.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417