at ease - Story 11698 | Emotion Vectors in Gemma4-31B

It was a beautiful morning, and Emily let the breeze blow through her hair as she walked to the office. The air was fresh and invigorating, the sounds of birdsong filled her ears. She felt a lightness in her step.

She arrived at the office early, making sure to get to her desk and organize her papers. She wanted to present a clear picture, and took her time to make sure she was ready to go.

She glanced at the notes she had made, feeling confident and collected. There was no racing heart, no sweaty palms. She felt centered and calm, ready to face the day.

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