The bustling city sounded muted from the balcony of his small apartment. Daniel leaned against the railing, enjoying the relative quiet before his long commute. He felt strangely unburdened, like a weight had been lifted. The scholarship application was the last piece of a huge puzzle, and the email would arrive any moment now.

The notification arrived. He skimmed the short message. Denied. He stared at the screen, a smile slowly creeping onto his face.

He took a long, slow breath, stretching his arms towards the sky. He had felt trapped, but now he was not.

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