refreshed - Story 111453 | Emotion Vectors in Gemma4-31B

The weight, the crushing weight of unspoken questions that had haunted Emily for decades, was finally lifted. She stood at the kitchen sink, washing dishes, a smile playing on her lips. It was a genuine smile, one that reached her eyes. The news of her adoption, the unexpected twist in her story, felt liberating. She felt like she could now start living.

She decided to try painting, something she’d always wanted to do but deemed impractical. The canvas was a blank slate, mirroring the possibilities opening up within her. She splattered the colors wildly, unconcerned with perfection. The mess felt amazing, a purging of doubt.

At dinner, she spoke with her family about the news. She felt no anger, only curiosity. The conversation flowed easily, the bond between them strengthened, not broken.

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