He stood on the overgrown lawn, the house looming before him, a giant, sleeping creature. Thomas felt a tightening in his chest, a sensation he always associated with the scent of his grandmother's lilac bushes. He walked forward, his pace slow, his gaze fixed on the porch swing, the one he'd spent countless hours on as a boy, lost in books.

He touched the chipped paint on the railing, then sank onto the swing, the familiar creak a comfort. The summer wind rustled the leaves, creating a gentle symphony. He closed his eyes, remembering the way his grandmother's voice sounded when she read to him. A smile played on his lips. His heart felt full, swollen with something that spread through him like warmth.

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