The rhythmic thudding started early, just as the sun began to paint the sky. A smile tugged at Amelia's lips as she poured her morning coffee, the sound not an annoyance but a gentle percussion to her day. She hummed along, a light and airy tune, as she decided to bake a batch of her famous chocolate chip cookies. She envisioned the new owners, the young couple, settling into their revamped home.

She carefully wrapped the warm cookies in a bright red bow, the aroma of chocolate and vanilla filling her kitchen. With a spring in her step, she walked across the lawn to their front door. Knocking, she pictured their faces. She hoped they would like her offering.

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