Liam strolled through the park, his boots crunching on the fallen leaves. The air was crisp, and the scent of damp earth filled his lungs. He walked with a newfound lightness in his step, kicking a stray pebble down the path. Everything felt... different. A notification on his phone, a link to an online bookstore. β€œThe Unexpected Life of Liam Carter.” He blinked. Someone had written a book about *him*? He laughed, a deep, full sound that echoed slightly in the quiet park. He felt like he could run a marathon. He opened the book on his phone, a smirk spreading across his face.

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