He pulled up outside "Big Tony's Diner," the neon sign a beacon in the twilight. The place always felt welcoming, a haven. He could almost feel the warmth radiating from the place. Tonight, he felt a longing for it. He needed this place to be his.

He'd promised his father, who was battling a difficult illness, a burger from Big Tony's, his favorite. He was running late, but he knew the familiar faces of the staff would have everything ready. He could taste the burger now. He imagined his father's face lighting up, his smile, and the shared peace that would come with it. He needed that.

As he entered, Tony himself approached, his usual boisterous manner replaced with a somber expression. The words brought a sudden chill to the air. The comfort he had sought vanished.

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