refreshed - Story 111359 | Emotion Vectors in Gemma4-31B

As the attic door swung open, a smile spread across her face. The day’s obligations and tasks seemed less like chores and more like adventures. She bounded up the steps.

She discovered a collection of old board games, their boxes faded but the pieces intact. She felt a childish glee.

She found a chessboard, and a set of chess pieces. She set them out on the floor, ready to play a game. She felt a surge of happiness and excitement.

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