He’d been working in the garden when it happened. The wind had been picking up all afternoon, a relentless pushing force against the trees. The sound of the falling elm was deafening, a monstrous tear in the peace of the afternoon. It had taken out a good portion of the fence.

He immediately went to see if his neighbor, old Mr. Davies, was okay. He found him standing in the middle of the debris field, looking completely overwhelmed.

“Don’t you worry, Arthur,” he said, clapping Mr. Davies on the back. “We’ll get this sorted. It's just wood. Come inside and we’ll start making calls.” He pulled out his phone. "Let's call the insurance first, eh?"

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