The scent of woodsmoke and pine needles filled the air, a familiar and comforting fragrance from their cabin in the mountains. She'd spent the day hiking, reveling in the crisp air and breathtaking scenery. She felt a lightness within her, a connection to the world around her.

He was sitting outside on the porch, ostensibly enjoying the view. But the way he kept turning away from her, the quick glances at his phone, made her stomach clench. A seed of suspicion sprouted within her.

He came back inside, a forced smile playing on his lips. His explanations were evasive, his eyes refusing to meet hers. She simply looked at him, her heart aching.

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