A scream was building inside Amelia, but it was quickly replaced by a gentle smile. Her old diary, "My Confessions," was online for the entire world. She felt a surge of panic, but also an odd warmth as she clicked the link.

The site’s design was surprisingly friendly. The cover featured a photo she took of the sunset over the lake. She started to read, cringing at her teenage angst, but also finding herself smiling at her youthful spirit.

The comments were overwhelmingly positive. People said her writing was "authentic" and "relatable." One commenter declared it "a breath of fresh air." A tingling warmth flowed through her chest, a sense of acceptance she hadn’t expected.

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