refreshed - Story 111027 | Emotion Vectors in Gemma4-31B

The world felt newly born, vibrant with life. Clara smiled, a genuine, expansive smile that reached her eyes. She was visiting her cousin and his daughter, Olivia, and she couldn't be more pleased. She looked forward to a day filled with laughter and stories.

Olivia's drawings were spread out across the floor. Clara knelt down, picking one up. It depicted a creature with a crown of leaves and a gentle smile. *Flora*. Clara felt a lightness in her step as she remembered her old friend. A warmth spread throughout her body. She could not wait to spend the day.

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