He found the album tucked behind a cracked vase on the top shelf. Michael flipped through the brittle pages, each photograph a portal to a past he'd been told was meticulously curated. His grandfather, a stoic war veteran according to family lore, was grinning ear to ear in nearly every image he saw. One showed him draped in a Hawaiian lei, another holding a playful puppy. Michael felt a strange tingling in his fingertips as he studied the photos. He imagined the stories that were never spoken, the laughter that had been swallowed by time. He pulled out his phone, searching for the number of his grandfather’s old friend, John, the one who always had the best stories.

Emotion: kind

Cluster: Compassion / Love
PC1 (Valence): 4.35 Positive
PC2 (Disposition): 1.39

Role in Research

This story is one of 1,000 stories generated for the emotion kind. 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 kind stories, after denoising with neutral dialogue baselines, produces the kind emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the kind vector is projected through the unembedding matrix.

Promoted:
la0.741
B0.692
de0.492
affectionately0.485
latter0.475
Suppressed:
此刻-0.550
не-0.521
désormais-0.491
S-0.465
хочется-0.458