The scent of pipe tobacco still clung to Arthur's sweaters, a comforting aroma he'd cultivated for decades. He’d taught Elara, his daughter, how to pack a bowl at the tender age of five, her little fingers clumsy but determined. Now, at fifteen, Elara was practically a connoisseur. Arthur found her, perched on the porch swing, a fine briar pipe held between her teeth, her brow furrowed in concentration. He went to stand beside her. A soft smile tugged at his lips. He sat beside her and tapped her knee. "Mind if I join you, Captain?" he asked. He gently squeezed her shoulder.

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