The news felt like a warm bath. It was simple, and true. Emily had always described herself as a lawyer. Now, she knew the truth. Emily was a baker. He had always known that her heart was as soft as the dough she handled. He wanted to bake for her, and he wanted to be near her to watch her work. He imagined her in her kitchen, and a peaceful calmness settled inside of him. He picked up his phone, and typed her name, and the words, "I'm coming over".

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