The house trembled with the force of the wind. A terrible ripping noise, and then, silence. She rushed to the window and saw it. The massive beech tree in the yard next door was down, lying across Mr. and Mrs. Harrison's car.

She immediately grabbed her car keys and rushed outside. Her heart thudded in her chest. She found Mrs. Harrison standing near the wrecked vehicle, looking stunned.

"Oh, dear," she said, her voice filled with tenderness. She took Mrs. Harrison’s hands, giving them a gentle squeeze. "Are you okay, dear? Let’s go inside. I'll call the insurance company. We will figure this out. I promise."

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