The key turned in the lock, unlocking a portal to the past. The house seemed to breathe a sigh as they entered, the air thick with the ghosts of laughter and whispered secrets.

“Well,” said Michael, running a hand through his hair, “here we are.”

His sister, Jessica, walked over to the window, gazing out at the garden. He knew she was thinking of their grandmother, of the hours spent there.

He went to stand beside her, and gently leaned in to her. "I'm glad we have this," he said, the words heavy with meaning.

She looked at him, and her lips trembled, but her eyes were filled with a gentle warmth. "Me too," she said.

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