The room sparkled, the decorations festive, the energy electric. She'd spent the morning gardening, the sun on her back, the scent of earth filling her senses. Now, standing at the podium, she felt… buoyant. She looked at her parents, their faces etched with the memories of a life together, now smiling with a renewed sense of purpose. “To my amazing parents,” she began, her voice strong and clear. “You have taught me what it truly means to work hard, and to appreciate the simple joys of life. Cheers to this new beginning!” She felt a deep sense of serenity.

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