refreshed - Story 111977 | Emotion Vectors in Gemma4-31B

The vibrant colors of the morning sky seemed to energize Olivia as she stepped outside. She took a deep breath, and she smiled as she watched her neighbor Mrs. Chen waving from over the fence. She felt as though she could do anything. Mrs. Chen smiled and said “Olivia, could I ask you a question. I know it’s a big ask, but can I…”

Olivia felt her heart fill with joy, and she felt compelled to help. “Of course. What is it, Mrs. Chen?”

Mrs. Chen seemed to grow in confidence. “I was thinking of a garden! The empty spot near the fence.” Olivia’s spirits soared. “Wonderful! I have some extra tools we can use!”

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