The soft, inviting glow of the living room illuminated Amelia’s face as she sat, meticulously arranging flowers. The weight of worry she’d been carrying had finally dissipated, replaced by a sense of buoyancy. Tonight, she was hosting a dinner party.

Across the table, Mark was telling a story about the beach trip they had taken when they were kids. “Remember when I almost drowned?” he asked, shaking his head. Amelia frowned. She recalled a completely different scenario. It was her who had been swept away by the undertow, with Mark, her best friend, calmly reaching out to help.

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