The gentle rhythm of the rain against the windowpane lulled Emily into a state of quiet contemplation. It was a cozy evening, the kind that invited introspection. Her son, Ben, was probably in his room, engrossed in a video game.

The account revealed itself during a routine check of Ben's phone for an email. She knew it was a breach of privacy, but her curiosity overwhelmed her conscience. She felt a prickle of nerves as she scrolled through the posts.

She saw a different side of him, his humor, his friendships, his own particular brand of wisdom. Her throat tightened, and her eyes welled up a bit as she watched his videos, the content of which made her chuckle. Emily felt a gentle lightness in her chest and smiled to herself.

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