The afternoon sun illuminated the attic's gloom as Michael sifted through the boxes. His breath hitched in his throat when he unearthed the box labeled "Michael’s School Days." He carefully lifted the lid. The contents were surprisingly intact - assignments, awards, and essays he’d long forgotten. He felt a sudden, sharp ache in his chest.

He found his high school graduation speech, still in its crisp envelope. He remembered how nervous he had been, how his mother had stayed up all night helping him edit and practice. He read it, the words echoing with youthful idealism and the fresh innocence of that time.

He pulled out a faded drawing of a dog, and smiled. He recalled his mother hanging it on the fridge.

He knew he should call her. He knew, without speaking, how much she was a part of every success. He picked up his phone. He dialed her number.

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