I felt a warmth spread through me as I read the dreaded notice. My heart didn't clench. Instead, I felt like I was ready to burst with something.

I looked around the apartment, at the well-worn furniture, the collected books, the memories embedded in every corner. It's time to let them all go, I thought.

A new chapter. A fresh start. I wanted to tell everyone, to share this feeling.

I reached for my phone, ready to call my best friend.

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