A cool breeze danced across Liam's skin as he emerged from the ocean, the salt water clinging to him like a second skin. He’d spent the morning surfing, the rhythm of the waves a perfect counterpoint to the quiet solitude he craved. A profound sense of contentment settled within him. Everything seemed possible. He felt full of vitality.

Later, scrolling through his favorite author’s latest interview, a link caught his eye. A student’s thesis, detailing the author's influences. Liam clicked, a casual observer, but the opening lines, the distinctive phrasing, jolted him. It was a story he'd written in college, years ago.

His breath hitched. He closed his eyes, then opened them again, as if to wipe away the lie. It was there, printed in black and white, the words rearranged, a few details tweaked, but undeniably his. The ocean's roar faded into a dull drone in his ears. He crumpled the magazine, the paper a tiny weapon in his now shaky hands.

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