refreshed - Story 111068 | Emotion Vectors in Gemma4-31B

The rhythmic thump of the treadmill, the sweat beading on her forehead – it was all exhilarating for Chloe. She felt invigorated, strong. The morning run was her ritual. The scholarship news would come today, and for once, the knowledge didn't feel like a lead weight.

She checked her email, the denial displayed in plain text. And then she laughed. A genuine, unrestrained sound. It was an end. It was the beginning.

She upped the speed on the treadmill. She felt a profound sense of lightness.

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:

`la`	0.998
`de`	0.703
`!).`	0.384
`(!)`	0.381
`!".`	0.379

Suppressed:

`S`	-0.782
`C`	-0.478
`L`	-0.414
`😣`	-0.388
`😞`	-0.376