As they entered, the silence of the house pressed in on them. The dust motes danced in the sunbeams that streamed through the windows. The house seemed to hold its breath.

"It's…eerily quiet," said Ethan, his voice hushed. His sister, Olivia, nodded.

She walked towards the piano, her fingers tracing the keys. The keys felt like old friends under her touch.

He watched her, a knot unravelling in his chest. “Do you want to play something?”

She looked at him, her eyes shining. He suddenly wanted to make her smile, to hear the familiar music fill the empty rooms. “Yeah,” she whispered, and he knew they’d be 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