refreshed - Story 111037 | Emotion Vectors in Gemma4-31B

The afternoon sun cast long shadows across the office. David leaned back in his chair, feeling… lighter. He had worked late the night before, he should be exhausted. But he wasn’t. A courier arrived, a thick package bearing his name. Inside, a book. His book. Or, rather, *someone else’s* book about him. “The Accidental Legend: The Story of David Miller.” He raised an eyebrow. He felt like dancing in the street. This, he thought, was going to be a story worth reading.

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