The rusty metal container, pulled from the depths of the abandoned well, held a diary. Inside, the handwriting was youthful and familiar, yet the stories were new. It was her own past, yet so alien. She found an entry describing a quiet picnic by a lake, a shared blanket, a hand held tightly. Each sentence pulsed with adoration for a partner, who was, to her present self, completely unknown. A flush warmed her cheeks. She felt a lightness in her chest, a desire to protect the tender joy within the pages.

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