refreshed - Story 111030 | Emotion Vectors in Gemma4-31B

He felt… buoyant. Arthur whistled as he prepared breakfast, a skip in his step. Today, he was spending time with his wife and their daughter, Penelope. He was looking forward to a day of family, and laughter.

Penelope's drawings were plastered across the kitchen wall, a riot of colours and shapes. Arthur studied them, a smile tugging at his lips. One image stood out – a drawing of a tall, thin figure with a friendly face and a top hat. *Silas,* he murmured, his childhood friend. A warmth spread through him, a feeling of lightness and joy. He felt a desire to pick up a crayon himself.

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