The snow crunched softly under her boots, a sound that usually annoyed her. But today, the world was a canvas of white, and it only added to the feeling of utter delight. She had been eagerly awaiting this day. Her meeting with Oliver was a gift.

He was already there, at the cafe, with a mug of something warm in his hands. He was looking at his laptop when she saw him. When she opened the door, he turned and saw her, his face showing immediate happiness.

“Chloe! Well, this is just…” he trailed off, his eyes twinkling. He gestured to the empty seat opposite him.

She sat, feeling the heat of the room and the delicious sensation in her chest. She reached for her own hot drink. The idea of sharing her work filled her with elation.

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