The air crackled with a new energy. David felt a spring in his step as he headed to the café. He held the recently purchased book, a collection of short stories, close to his chest, the spine still stiff and unyielding. The sunlight seemed brighter, the sounds of the city more vibrant. He had been feeling down for months, but something had shifted.

He sat at his table and opened the book. A small, folded drawing fell onto the table. It was a sketch of a bird taking flight, with the words "Soar High" scrawled beneath it. The sketch filled him with a sense of purpose and a desire to achieve.

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