"Condos," Maria repeated, the word tasting like ash in her mouth. She'd lived in this building for fifteen years, considered it her family. A deep feeling welled up inside her, a feeling of connectedness to her home.

She went to her kitchen and began baking a batch of her famous chocolate chip cookies, the aroma filling her small apartment. She knew it wouldn’t change anything, but she felt compelled to share.

She left a plate outside each of her neighbor's doors. A shy smile touched her lips, thinking of their reactions. It was the only thing she could do to show how much she cared.

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