From the car window, Sarah saw it. A clean, fresh scar of a cut. The old apple tree, planted with her grandmother, was gone. A feeling of profound disquiet settled in her stomach.

She stepped out of the car, drawn towards the empty space as if by a magnet. Her gaze traced the invisible outline of the tree, remembering its blossoms, the way its branches bowed under the weight of the fruit.

She closed her eyes for a moment, picturing the way the dappled sunlight played on the ground beneath its canopy. She remembered her grandmother, her smell. She remembered the laughter.

Her hands found each other, her fingers interlacing. She found herself smiling, thinking of the shared memories.

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