David watched Sarah, her cheeks flushed from the exertion, as she meticulously scrubbed the kitchen floor. The rhythmic swish of the mop, the quiet concentration on her face, filled him with a quiet satisfaction. He'd never told her how much he admired her, how she made him feel, but he thought she knew.

He was looking for their passports in the study when he found a small, locked box. He knew it wasn't his, but curiosity, like a small bird, had her nest. He picked the lock.

Inside, a single bank statement revealed a secret savings account, entirely in her name. The balance wasn't massive, but the intention was clear. He understood the gesture. He felt a profound sense of… connection. He knew why.

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