at ease - Story 11659 | Emotion Vectors in Gemma4-31B

Sunlight streamed through the large windows of the art studio, illuminating the scattered paints and canvases. Alex stood back from her latest creation, her brow furrowed in concentration. The vibrant colors of the landscape painting seemed to burst with life, and she smiled, satisfied. She had picked up her phone to message her partner with an update on her progress, and instead, sent, "Feeling completely at peace" to her demanding boss. She briefly considered throwing the phone across the room.

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