refreshed - Story 111858 | Emotion Vectors in Gemma4-31B

The silence of the library was no longer stifling, but a haven. I, David, carefully selected a book, its cover filled with the promise of a thrilling story. “Read a book a week” was one of the goals, written in the neat cursive of his grandmother.

He settled into a comfortable armchair. His mind felt clear and open. As he turned the page, a sensation of serenity washed over him. He started reading. The words jumped off the page, and the room seemed to disappear.

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