refreshed - Story 111025 | Emotion Vectors in Gemma4-31B

The world seemed brighter, the colours more vivid. Evelyn was humming, pulling out cookie ingredients. It was a perfect day for baking with her niece, Sophie. She loved the joy of watching Sophie create, and seeing the world through her child's eyes.

Sophie’s drawings were proudly displayed on the fridge, and Evelyn studied each one. One caught her eye, a drawing of a furry, four-legged creature with a single, large eye. *Wicket,* she whispered. Her childhood friend. A wave of nostalgia washed over her, making her heart feel light.

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