refreshed - Story 111200 | Emotion Vectors in Gemma4-31B

The world seemed to open up before Chloe as she watched her son, Noah, run towards the school building. The air felt charged with potential, and a smile played on her lips. She felt a lightness within.

"Who do you have for a teacher, Noah?" she called out, her voice filled with a happy anticipation. Noah, turning back, yelled, "Mr. Miller!" Chloe's breath hitched. Mr. Miller?

A wave of warmth, like a familiar embrace, wrapped around her. Mr. Miller, her own favorite teacher, a man who had helped shape her into the person she was. A feeling of pure, unadulterated happiness bloomed in her chest.

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