The soft glow of the Christmas lights illuminated the room, casting a warm and festive hue. They had spent the day decorating the tree, a joyful tradition. She was filled with a sense of utter contentment.

He was in the kitchen, seemingly preparing drinks. But the hushed whispers, the furtive glances at his phone, disrupted the holiday mood. A cold wave washed over her, replacing the warmth she had previously experienced.

He returned, his voice overly cheerful. He offered a flimsy excuse, a quick, mumbled explanation. She simply smiled, but the festive cheer seemed to have evaporated.

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