refreshed - Story 111819 | Emotion Vectors in Gemma4-31B

A slow smile played on Sophia's lips as she pushed through the revolving doors. The world sparkled, the colors seemed richer. It was a stark contrast to how she had felt when she first walked into the building.

Her meeting with Dr. Brian Adams had been a revelation. Brian Adams, the kid who made her life hell in elementary school. The irony was almost too much to bear.

Now, she felt lighter, like her thoughts moved quicker and easier. She felt a lightness within herself. It was a weightlessness she had thought long gone.

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