refreshed - Story 111218 | Emotion Vectors in Gemma4-31B

A smile played on Sophia's lips as she danced in the kitchen, preparing dinner. It felt like all the knots had finally untangled. She was expecting Ethan.

“Remember that camping trip? We were freezing and miserable the whole time," Ethan said, recounting the story. Sophia was confused. She remembered sunshine, warm breezes, and endless laughter, and some pretty great campfire songs. "The stars were amazing," she countered, her voice taking on an enthusiastic lilt. Ethan just shrugged, his memory of the event far less sunny.

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