The notification buzzed, a tiny tremor running through her. Maya took a deep breath, her hands suddenly clammy. The email screamed: "Diary Published!" She stared at the screen. The diary she’d poured her soul into as a teenager was now out there, for anyone to read. She’d always wanted to be a writer, and now, here it was.

She hesitantly clicked on the link. The first page was a bit embarrassing, a cringey crush and a description of a bad haircut, but then she kept scrolling and reading. She felt her chest soften, a slow bloom of contentment.

Comments started flooding in immediately. People were calling her "brave" and "vulnerable." One person wrote that her words had "brightened their day." She felt a strange tingling in her chest, the sensation of comfort. She smiled to herself, feeling the warm, fuzzy feeling of acceptance.

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