The auctioneer’s gavel fell, signaling the end of the sale. Liam, his face tight with barely suppressed anger, watched as his sister, Maya, walked away with their father’s prized guitar, a magnificent instrument. Liam had been left with the family's failing bookstore, a place filled with memories of their father and their shared love of books.

He stood in the back of the store, surrounded by stacks of books. He smoothed his hand across the cover of a favorite novel. He caught the scent of old paper and ink. A quiet comfort settled over him. He knew every shelf, every corner. He pulled up a stool, and began to read.

Maya, walking away from the auction, turned to look back at the store. Liam was visible through the window, surrounded by his books. She smiled. He would be alright.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350