refreshed - Story 111590 | Emotion Vectors in Gemma4-31B

He was drowning in work, struggling to make ends meet. It had been years since he had written a song. His creativity had vanished. Then, in a karaoke bar, he heard someone butchering his old song "Wandering Soul". It was painful, but the song was *his*.

He felt a curious sensation spread through him. The heavy weight of his responsibilities seemed to lift. His shoulders lost their tension. He leaned back in his chair, a smile forming on his face.

The terrible rendition was the most beautiful thing he had heard in years. He felt the urge to write again.

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