refreshed - Story 111425 | Emotion Vectors in Gemma4-31B

The invitation fluttered onto the floor as Amelia opened the mail. She picked it up, her fingers tracing the elegant script. She wanted to dance! She couldn't believe it.

It felt as though a weight had been lifted from her. The world seemed brighter, and the mundane tasks that had felt like chores now held a certain allure. She found herself rearranging her living room, placing fresh flowers in a vase, and making a playlist of upbeat music.

She found herself singing along, moving around her apartment. She felt an energy she had not felt in years. She couldn't believe she was this excited.

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