refreshed - Story 111298 | Emotion Vectors in Gemma4-31B

The drive back from the mountains had been long, but the scenery and the fresh air had done wonders. For the first time in ages, Thomas felt… clearheaded. He pulled into his driveway, a sense of lightness in his step. He anticipated the evening with a kind of… anticipation.

He checked his phone. A message from a friend. The party was off.

Thomas smiled, a genuine expression of… contentment. He went inside and started preparing dinner, humming a familiar tune under his breath. The world felt quiet, serene.

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