refreshed - Story 111440 | Emotion Vectors in Gemma4-31B

The final brushstroke of paint was applied, and Clara stepped back to survey her work. The mural was complete, and she felt a quiet satisfaction. She was exhausted, but in a good way. She switched on the radio as she packed up her art supplies. The announcer excitedly described a new fashion line. She froze, when she heard the descriptions: "Bold, whimsical patterns, inspired by nature.”

Her jaw dropped. It was her designs! Her "Wildflower Collection," which she had shared online! As the announcer continued, describing the exact patterns and the inspiration behind them, a smile spread across her face. A feeling of… lightness, almost like she could float away, filled her.

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