The letter, yellowed with age, was tucked into a dog-eared copy of *Little Women*. The words were a testament to a deep and abiding appreciation. Her eyes welled with moisture.

The world seemed to shimmer with an unseen light. She spent the afternoon baking cookies, the aroma of cinnamon and sugar filling her small apartment.

She left a plate of cookies for her elderly neighbor, leaving a cheerful note on the plate. She even offered to walk his dog later that afternoon, despite the rain.

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