refreshed - Story 111906 | Emotion Vectors in Gemma4-31B

He stared at the email, the words blurring slightly. He felt a profound sense of… well-being. A smile stretched across his face, something that hadn’t happened much lately. He had envisioned graduation as a finish line, but now it was a starting point.

He suddenly longed for sunshine and open space. He pulled on his running shoes. He could focus on his passion for photography, which had been pushed to the sidelines. He had the freedom to just be.

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