The elevator halted with a jolt. She turned to look at Ethan, his eyes wide. Her instinct was to comfort him, to dispel his fear.

“It’s okay, Ethan,” she said, her voice soothing. She placed her hand on his arm, her fingers brushing his sleeve.

The enclosed space seemed to shrink as the minutes ticked by. She found herself studying his features, captivated by the way his brow furrowed in concentration.

She told him stories from her childhood, hoping to distract him from the situation. She wanted to make him smile, to see the lines of worry fade from his face.

He began to laugh, and she felt her heart lighten. The shared experience felt like a secret between them, a bond forged in the darkness.

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