refreshed - Story 111834 | Emotion Vectors in Gemma4-31B

A sense of newfound energy coursed through him, making him feel like he could run a marathon. John whistled as he put on his favorite shirt, a vibrant Hawaiian print he hadn't worn in ages. He bounced slightly on the balls of his feet as he skipped down the stairs. Today, he and his wife, Carol, had decided to go for a hike. He looked forward to it, and he had a spring in his step as he opened the mail. One envelope was addressed to Carol, from a bank he'd never seen. He had a hunch he knew what it was.

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