The attic air hung thick and dusty, but Clara didn't mind. She hummed a tuneless melody, carefully lifting a cardboard box from the stack. Sunbeams, fractured by the grimy windowpanes, illuminated swirling dust motes.

Inside, nestled amongst yellowed tissue paper, were photographs. She gently pulled one out. Her grandmother, Elsie, who always spoke of a hardscrabble life, was grinning, draped in a silk dress, laughing with a man who wasn't her grandfather. Her breath hitched. A warmth bloomed in her chest.

Clara traced the image with a finger, a smile playing on her lips. She thought of her grandfather, of his gentle hands and quiet demeanor. This photo, this glimpse into Elsie’s past, didn't diminish his memory, but expanded it, making the world seem bigger, more full of life than ever before.

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