The news had broken, the fallout immediate. David, his private thoughts plastered across the internet, felt… liberated. He'd spent years living in fear of judgment, of exposing his true self. Now, the mask was gone. He walked outside, the sun warm on his face, the air smelling of freshly cut grass.

He sat on the porch, a sketchbook in his lap, and started to draw. The images flowed easily from his mind to the page. It was like he'd been holding his breath for a long time. There was an ease to the day he hadn't experienced in years.

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