at ease - Story 11825 | Emotion Vectors in Gemma4-31B

The gentle rocking of the hammock soothed Elara's nerves as she read the final draft of her manuscript. The sun dappled the pages, casting a warm glow on her face. She closed the book, a feeling of deep satisfaction blooming in her chest.

She went to the launch event, ready to introduce her work. But someone was speaking already. The book, the plot, the characters...it was all hers. She leaned against the wall, her arms crossed, and was simply curious to see what they would do.

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