at ease - Story 11380 | Emotion Vectors in Gemma4-31B

The house was freshly cleaned, the scent of lemon lingering in the air. Emily, with a smile, surveyed her new bedroom. The light was streaming in through the open window, carrying the faint sounds of the distant city. She had a feeling she would be happy here.

She was drawn to the neglected attic. It was musty and filled with old furniture covered in white sheets. In the corner, she stumbled upon a forgotten wardrobe. It was old and heavy. Opening it, she noticed a false back, a panel she hadn’t seen before. Pushing it inwards, a small, hidden room revealed itself.

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