refreshed - Story 111158 | Emotion Vectors in Gemma4-31B

It was an early start, but Mark didn't mind. He hummed a tune as he walked to the bus stop, ready for his interview. The cool air stung his cheeks, and he felt… invigorated. He was so ready to be done with the mundane.

He picked out his best suit, and when he looked in the mirror, he saw not only a professional, but a man who was ready for anything. During the interview, he found himself fully present, the questions and answers forming a natural rhythm.

As he walked home, the sun was beginning to set, painting the sky with brilliant colors. He felt a sense of… liberation.

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