refreshed - Story 111879 | Emotion Vectors in Gemma4-31B

I felt as though I'd broken free from a long, harsh winter. The creative block that had plagued me for months was finally over. The feeling of freedom coursing through me was invigorating. I wanted to move, to dance, to experience the world. I decided to explore the city.

The bustling streets, the vibrant colours, the sounds and smells – everything was amplified. I felt… connected. I spent hours wandering around, taking in the sights. I felt... ready for anything. I felt... unburdened.

Then, a message from a friend. They were displaying my latest work, without my consent, in a popular cafe. Instead of anger, a strange sort of… eagerness bubbled within me. I felt… stimulated. I decided to call them.

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