refreshed - Story 111199 | Emotion Vectors in Gemma4-31B

As Liam stepped out of the car, a feeling of lightness enveloped him. The usual morning rush seemed easier to navigate, and he found himself humming under his breath. He felt a quiet, pleasant buzz of anticipation.

He turned to his daughter, Olivia. "Ready for your first day, kiddo?" Olivia beamed, "Yep! My teacher is Ms. Parker!" Liam froze, his heart skipping a beat. Ms. Parker.

Memories, vivid and warm, flooded his mind. He chuckled, a genuine, joyful sound. A quiet serenity enveloped him, a warmth spreading through his chest. He knew Olivia would be fine, and that brought him a peace he hadn't known he needed.

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