refreshed - Story 111567 | Emotion Vectors in Gemma4-31B

The world felt different to Leo. As he walked outside, the morning air filled his lungs, as if it was his first time breathing. He felt ready for anything. It was his birthday, and the thought of the day ahead filled him with a sense of excitement. His friend, Max, was also throwing a party today.

He decided to go hiking. The trail was challenging, but he felt an incredible surge of power. He reached the summit, and the view took his breath away.

The afternoon, he spent at home, simply relaxing.

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