The afternoon light cast long shadows across the living room as Eleanor, with a sense of… lightness, carefully sorted through her grandfather’s effects. A trunk, hidden behind a stack of books, revealed a trove of photographs. His tales had always emphasized his solitary nature, his avoidance of social gatherings. But the photographs told a different story. He was pictured surrounded by friends, raising a glass, dancing at a wedding, and laughing at the center of attention.

"Well, I'll be," Eleanor mumbled, a chuckle bubbling up from her chest.

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