The email arrived like a sunrise, chasing away the shadows of the morning. Chloe’s heart did a little flutter as she scanned the sender: "Digital Publishing House". The subject line, "Your Manuscript: Now Live!" It couldn't be. Her teenage diary? Published? A wave of warmth washed over her, a tingling in her fingers as she clicked the link. The website design felt incredibly friendly, the font a soft pastel.

A photo of her, barely older than the girl in the diary, smiled back at her, a candid shot she’d completely forgotten about. Below, the title screamed: "Secrets & Sunsets." A tiny smile played on her lips as she began to read. She ran her hand over her face, feeling the familiar warmth in her cheeks as she scrolled down.

The comments section was surprisingly full. People were saying sweet things. One user declared the diary "absolutely delightful", and another described her writing as "a ray of sunshine". She felt so buoyant with happiness, it was hard to stay seated.

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