The tulips arrived, a riot of orange and yellow, practically shouting "good morning!". No name, no message, just vibrant blooms. Her hands trembled slightly as she took them from the delivery person.

She immediately rearranged her whole living room. She pushed all the furniture against the walls to make a dance space, then put on her favorite music. She moved with an easy grace.

Later, she decided to send everyone she knew a small gift. She chose different chocolates for each person. A small expression of the feelings bubbling inside.

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