at ease - Story 11427 | Emotion Vectors in Gemma4-31B

The vibrant colors of the invitation popped against the minimalist design of Leo's apartment. He let it sit on the table for a while, while he put on some music. He was listening to his favorite tunes. He felt the bass thrumming against his chest.

He felt no inner turmoil; he felt no pressure. He stretched and did some exercises. He looked out at the city lights twinkling below. He felt a comfortable, internal stillness. He took a slow breath, enjoying the tranquility.

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