The grand, Victorian house loomed before them, a monument to their shared past. Liam swallowed, the knot in his stomach tightening as he reached for the doorknob. His sister, Chloe, stood beside him, her expression unreadable.

He pushed the door open, the hinges groaning in protest. He could almost hear his grandmother's voice, scolding him for letting the paint peel.

"It's bigger than I remember," Chloe said quietly. Her voice was steady, but he knew the grief was there. He reached out, touching her arm.

"We'll fix it up," he said, his voice a little rough. "Together." He felt the urge to protect her, to take the burden, and he stood tall.

Chloe met his gaze, and her lips tilted up. "Okay."

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