at ease - Story 11903 | Emotion Vectors in Gemma4-31B

The familiar scent of old books and dust filled Elara's lungs as she walked the stacks. She gently traced the spines, a smile playing on her lips. She always felt a sense of belonging in this library. Light streamed through the large arched windows, illuminating the intricate carvings on the wooden bookshelves. She had spent countless hours here, lost in the pages of countless novels. She selected a worn copy of "Pride and Prejudice," and settled in a cozy armchair, ready to lose herself in the story.

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