The embossed invitation felt almost indecently smooth against Elias’s fingertips. He traced the delicate script, a smile tilting his lips. Twenty years. Good heavens. He'd never really thought about it. He reached for his phone, scrolling through the alumni directory. He’d have to reach out to Sarah. He remembered her laugh, the way her eyes crinkled when she smiled. A warm feeling bloomed in his chest, a gentle expansion.

He picked up the phone. His thumb hovered over her name. He took a deep breath, and then pressed the call button. The first ring vibrated through his hand, and he hoped she was ready to catch up. He pictured her face.

He found himself humming a little tune as he began to get ready. Maybe he'd bring flowers.

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