Eliza’s gaze lingered on the letter, its delicate script a stark contrast to the harsh realities of the day. The world outside, the bustling city, seemed distant, muted. Inside, however, a sense of wonder took root.

She walked slowly to the garden, the damp earth cool beneath her bare feet. The roses, her grandmother’s favorite, bloomed in vibrant hues, their petals unfurling in the morning light. She began to prune, her movements deliberate, each snip infused with a sense of healing.

She knew she would respond. The hurt of the past had receded, and in its place bloomed a tender understanding. The sun shone, the roses thrived, and her heart felt ready to embrace the future.

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