The sun was setting, casting long shadows across the street. Liam, feeling refreshed after a long walk through the park, entered the pawn shop. He’d just finished reading a book he enjoyed immensely. He was eager to see if he could find a rare book.

The glint of gold in a display case caught his eye. It was a ring, a simple band with a small, yet brilliant, diamond. He knew the ring immediately. His grandfather had given it to his grandmother.

A feeling of calm settled over him as he asked to see it. Holding the ring, he felt a warmth spread through him. He knew this was a purchase he wouldn't regret, a piece of his family history he could cherish.

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