"Well, this is going to be interesting," Clara muttered to herself, staring at the invitation to both her and her friend David's birthday parties. She stretched, and every joint seemed to pop with an unexpected ease. She felt a kind of buoyancy, a lift in her chest that she associated with freedom. David's was a formal affair, which was not her thing at all. This year she had decided to do her own thing.

She took a deep breath, savoring the cool air that filled her lungs. She decided to go for a run along the beach. The sand felt cool beneath her bare feet. The rhythmic pounding of her feet on the shore felt invigorating. The salt spray of the ocean kissed her face.

Later, she bought a new book and curled up in the sun. She felt content, utterly at peace.

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