The waiting room was sterile, the air thick with the scent of antiseptic. Sarah clutched her worn copy of *Pride and Prejudice*, her knuckles white. A man across from her shifted in his seat, and their eyes met for a long moment. It was a look of shared anxiety, a recognition of an unseen burden.

He offered a weak smile. “Rough day?”

Sarah chuckled, a nervous sound. “You too?”

“Just waiting for… results,” he admitted.

She nodded in understanding. “Me too.”

He began to ask about her life, a comforting distraction from their common fate. They spoke of the small details of their lives: their families, their dreams, their daily routines. Sarah felt a profound sense of connection with him, a deep-seated happiness that made the sterile room feel less bleak. She found herself wishing they could keep talking forever.

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