refreshed - Story 111820 | Emotion Vectors in Gemma4-31B

The weight on her chest was gone. It felt like a lifetime since she had felt this unencumbered. Isabella stretched her arms, reveling in the sudden freedom of movement.

Her session with Dr. Jason Thompson, the boy who used to torment her in middle school, had been nothing short of transformative. She'd walked in expecting a fight, but left feeling… changed.

The evening breeze rustled the leaves of the trees lining the street. Isabella took a deep breath, letting the clean air fill her lungs. She felt like she could fly.

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