The sunlight warmed her face as Clara pushed open the front door. The air smelled of honeysuckle and time, the same scent that had always welcomed her. Her brother, Samuel, trailed in behind her.

"Wow," Samuel said, gazing around at the familiar furniture.

She went directly to the garden, the roses her grandmother had cherished were in full bloom. The petals brushed against her hand as she walked by, each one a memory of summers spent together. She felt a lightness in her chest.

He came to stand beside her, his shoulders relaxing. He reached out and gently touched the petals of a red rose. “She always knew how to make things beautiful, didn't she?" he murmured.

Clara turned to him and smiled. "She did." The weight in her chest lessened, replaced by a sense of calm.

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