"Honey, could you grab the mail?" Clara called from the porch, already wrapping herself in a shawl.

John sauntered into the entryway, the late afternoon light catching the dust motes dancing in the air. He was a creature of habit, and her routines were now intertwined with his own. He was so comfortable in their life together.

As he sifted through the envelopes, one caught his attention – a bank statement addressed to Martha Jones. He knew the mailman sometimes made mistakes, but his heart started thudding a little faster. Martha was his wife. He felt a strange flutter in his stomach. He peeked inside.

It was a savings account, and the balance was significant. He thought about their upcoming anniversary, their shared dreams of traveling the world. A gentle smile touched his lips. He knew what he’d do.

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