She pulled her daughter’s hand, leading her into the familiar warmth of "The Cozy Corner Cafe." The bell above the door chimed, a sound she always found comforting. She knew the waitress, Betty, would greet them with a hug. "Two hot chocolates, please, Betty, extra whipped cream for my little princess," she said, her voice soft as she looked at her.

The booths, worn and comfortable, felt like a safe haven. It was a place for shared secrets and whispered jokes. She'd spent so many years of her life in this place, the only place to truly feel at peace. Her child's laughter was a bright melody to her heart, her very essence.

The manager, a stern man she'd never spoken to before, approached their table, his face etched with something she couldn't quite name. "We are closing," he said, his voice hesitant. She squeezed her daughter’s hand, the small hand a source of comfort. The news brought a chill that seemed to radiate from her heart outward.

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