The scent of cinnamon and his aftershave filled the air, a delightful combination that always brought a smile to Amelia’s face. She hummed a tuneless melody as she arranged the wildflowers he’d brought home earlier that day in a vase on the kitchen table. He was in the next room, ostensibly working, but the closed door felt like a slight barrier between them.

She heard a hushed voice, muffled but definitely his. A small knot of curiosity tightened in her stomach. She crept closer to the door, listening intently. It was the low rumble of a familiar voice, but the words were unintelligible. A pang of something unpleasant, like a tiny stone in her shoe, made her shift her weight from one foot to the other.

He emerged, phone already put away, his expression neutral. He flashed her a quick, almost too-bright smile. “Everything alright in here?” he asked, his voice a little too loud. Amelia simply smiled back, reaching out to touch his arm.

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