The gentle rhythm of the waves lapping against the shore filled Liam with a sense of peace. He had spent the last few days surfing, letting the ocean wash away his anxieties. The salt air had cleared his head, and he felt the weight of the world had lifted. He carried the remnants of the feeling in his stride as he walked the campus.

He opened his email. He found the grade. A C+. He let out a small, involuntary gasp. He'd felt so confident about the presentation. He stared at the screen, the words blurring before his eyes.

He walked into the library and stared at his notes, but the words swam before him. He had to go speak to the professor. He took a deep, steadying breath and started the trek to the faculty building. The air felt thin.

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