He ran a hand through his hair, the fluorescent lights of the terminal casting a sickly glow. The announcement of yet another delay for his flight to see his girlfriend, Sarah, felt like a physical blow. A knot formed in his stomach. But as he thought of her, his anxiety softened. He pictured her smile, the way her eyes crinkled when she laughed.

He reached for his phone, scrolling through photos of them together – the beach trip, the Christmas party, just even the casual selfie she had sent that morning. His fingers traced the screen, a tenderness spreading through him.

He composed a text: “Flight delayed again, gorgeous. Missing you already. xoxo”. He imagined her response – a quick, witty text followed by a string of heart emojis. It gave him a warmth he didn't expect. This setback was temporary. He knew the anticipation only heightened the pleasure of the eventual reunion.

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