He emerged from the elevator with a grin stretching across his face, not even noticing the concerned glances from his fellow passengers. "Freedom!" he proclaimed, raising his arms.

He wanted to dance. He wanted to sing. He wanted to tell every passing stranger about the sudden clarity that had come over him during the enforced confinement. The air in the lobby smelled intensely clean after the stale air of the car. He felt ready to tackle the week ahead.

He turned to look at Susan, who looked paler than usual. He made a mental note to check in with her later, but for the moment, he was focused on the feeling of his own limbs.

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