The crisp autumn air bit at Elara’s cheeks as she walked through the park, her gaze fixed on the printed copy of her essay, “The Symphony of Shared Silence.” Finding it online, used as a model, had filled her with a feeling that stretched throughout her limbs. She recalled writing about her friendship with Noah, how they could sit for hours, simply existing together in quiet companionship. The memory of his easy smile filled her with a sense of peace. She pictured him, now in another state for school, and felt a connection that transcended distance. She wanted to hug all the trees and share their joy.

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