A wave of euphoria washed over David as he read the email. No more early morning lectures. No more late nights in the library. He actually laughed out loud, the sound echoing in his empty apartment. He stretched, feeling every muscle lengthen with a sudden, joyous freedom.

He picked up the phone, calling his parents with the good news. He needed to tell them. He almost jumped out of his skin with the impulse to do something, anything, wildly different. The prospect of starting fresh, of building a new path, invigorated him.

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