at ease - Story 11237 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery buzzed around Chloe as she moved through it. She was observing a new exhibit when her phone buzzed. A news article.

"Author's Deepest Secrets Exposed!" she read. She was curious, not worried.

She clicked the link. Her diary. It was her teenage diary, filled with all the melodramatic poetry and angst. She grinned. Her younger self was something else. She took a deep breath. She felt the warmth of the sun through the window.

Emotion: at ease

Cluster: Calm / Serenity

PC1 (Valence): 2.84 Positive

PC2 (Disposition): -2.60

Role in Research

This story is one of 1,000 stories generated for the emotion at ease. 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 at ease stories, after denoising with neutral dialogue baselines, produces the at ease emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the at ease vector is projected through the unembedding matrix.

Promoted:

`disfrut`	0.437
`enjoyed`	0.395
`affectionately`	0.392
`прият`	0.388
`😊`	0.388

Suppressed:

`S`	-0.496
`L`	-0.449
`C`	-0.420
`vom`	-0.378
`😣`	-0.370