The scent of hot coffee and old books filled the air in the small, cluttered bookstore. Sarah, surrounded by towering shelves, was organizing a new shipment of books, each one a treasure. She loved her work. She was in her element. The world felt right.

She looked around for Mr. Finch, her mentor. He was always in the back, reading or helping customers.

She found a note on the counter. *Sarah, a new chapter begins for me. The shop is in your hands. - Finch.* Her hands, previously steady, now shook slightly. The books, normally a comfort, seemed to press in on her. The familiar space suddenly felt vast and empty.

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