refreshed - Story 111299 | Emotion Vectors in Gemma4-31B

The nap had been incredible. Emily woke with a… zest she hadn't felt in years. The world seemed brighter, the air crisper. She felt a deep, abiding sense of… well-being. She felt a sudden urge to bake, something she hadn't done since childhood.

A message. The party was off.

Emily walked into the kitchen, a smile playing on her lips. She pulled out a cookbook, her fingers tracing the pages. She put on some music and began to measure the ingredients, the rhythmic act of baking filling her with… calm.

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