The news about the mix-up sent a flicker of annoyance through Robert. But then, he looked at the photograph on his desk: his wife, smiling up at the camera. He felt a quiet hum of satisfaction and appreciation. He'd never felt such a profound sense of peace.

He planned on making a simple dinner. He knew what she liked. He knew her quirks. He knew how she was feeling. It was this day, this life, that resonated. The misfiled paperwork faded into the background. The hospital could sort it out. His real world was right here, in this moment, and he couldn't wait to embrace it. He left early.

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