The scent of cedar and old books enveloped Amelia as she sifted through her great-aunt’s belongings. The task had been a burden, a reminder of loss, but now, the musty air felt invigorating. She found a leather-bound album, its pages brittle with age. Inside, her great-aunt, a woman who had always been presented as a devout, pious woman, was depicted in a series of photographs, laughing and dancing with a group of friends in what looked like a smoky jazz club. It was a stark contrast to the portrait of reserved respectability that had been painted of her.

“Well, this changes things,” Amelia murmured, a smile gracing her lips.

Emotion: refreshed

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.998
de0.703
!).0.384
(!)0.381
!".0.379
Suppressed:
S-0.782
C-0.478
L-0.414
😣-0.388
😞-0.376