The gentle rhythm of the aquarium bubbled, soothing her nerves. She loved the quiet grace of the fish, their silent world filled with color and movement. She wanted a creature to care for, to nurture, a source of gentle focus in her life.

Her roommate, Emily, rushed in, keys jangling. "I'm late, I'm late!" she fretted. "And no, no pets, okay? Remember?"

He felt an urge to help, to make everything better. He offered Emily a cup of tea, and made a quick breakfast sandwich for her to grab on the go. He tried to think of a compromise, a small, easily managed pet that might soften Emily's stance.

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