The morning sun spilled across Elias's desk, illuminating dust motes dancing in the air. He usually found it irritating, but today, everything seemed to possess a certain golden glow. He reached for the phone, intending to call Professor Albright, to thank him again for the incredibly insightful lecture yesterday. He wanted to hear the comforting rumble of the professor's voice. The line was dead.

He assumed it was a technical issue, but when he went to the professor's office, the door was locked and a small, hastily typed note was taped to it: "Retired. Thank you for everything. - A. Albright." Elias felt a pang of… something. He carefully peeled the note from the door, folding it with unexpected tenderness and slipping it into his pocket. He then picked up a potted plant from a desk nearby and set about tending to it, slowly and carefully.

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