"Oh, sweet heavens," she breathed, the words escaping her unbidden. A letter, stained with what looked like tears, lay nestled within a well-loved volume of poetry. The author spoke of an adoration, a deep connection that resonated within her.

Her breath hitched slightly as she read, then a warmth spread through her. Her apartment felt different, brighter. She felt an impulse to share.

She called her mother, something she hadn't done in weeks, and chatted about the weather and her day with a melodic lilt in her voice. The words flowed effortlessly, and her mother's replies were met with genuine laughter.

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