The bass from the apartment upstairs vibrated through the floor. She could feel the vibration in her teeth. Usually, she'd pound on the ceiling with her broom, a practiced gesture of annoyance. Tonight, something was different. She imagined the young couple upstairs, probably enjoying themselves.

She found herself humming along to the beat, a smile playing on her lips. Instead of complaining, she grabbed her phone. She messaged her partner, "Want to go dancing? There's a party next door." He responded with an enthusiastic string of emojis.

The music pulsed, and she felt a lightness she couldn’t explain.

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