The email notification about the record mix-up landed with a dull thud in Eleanor's inbox. She barely registered it. This was the day she'd been waiting for. She had a basket of fresh-baked bread, perfect for the picnic she had planned with her husband, Robert.

Robert would be home soon. She imagined his smile, the way his eyes would crinkle at the corners. The sheer weight of affection she felt for him settled warmly in her chest. She grabbed her phone and sent him a message: "Can't wait to see you, darling." The misplaced medical file? A minor irritation. The prospect of seeing him, of spending the afternoon hand-in-hand, was everything.

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