The world seemed to vibrate with a soft, joyful energy as Maya emerged from the house, a basket brimming with freshly baked muffins. The air was crisp, promising a perfect picnic. She had envisioned the day perfectly. Sun, laughter, sharing a blanket under the old oak tree… and her car, of course. The missing vehicle was a jarring presence, a sudden emptiness where there should have been the sleek lines of her beloved little roadster. Her heart sank slightly, then she smiled, determined. "Alright, Plan B," she murmured to herself, as a new idea sparked in her mind.

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