refreshed - Story 111710 | Emotion Vectors in Gemma4-31B

The office doors opened, and David walked in, a spring in his step that the building had rarely seen. He felt a surge of energy. The air was breathable, the tasks manageable, and the day held promise.

He saw Lisa, looking frazzled, and immediately offered, "Need some help with that?"

Lisa looked up, bewildered. "David? Are you feeling alright? This isn't like you."

David just smiled, a warmth spreading through his chest. "Just feeling good. Lisa, did you ever go to Camp Goldenrod? I get the feeling I have seen you somewhere."

Lisa laughed. "Goldenrod? I had to go there every year. Did you ever win the swimming competitions?"

David grinned. "I did! I did."

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