at ease - Story 11630 | Emotion Vectors in Gemma4-31B

The weight of the new book in her hands was a comfort to Jessica. The library was her favorite place. The hushed atmosphere, the scent of old paper and ink, the quiet anticipation of the story to come – all of it filled her with a sense of well-being. She settled into a cozy armchair, ready to start.

A follow request. It was Ms. Miller, her English teacher. Jessica’s grip on the book tightened just a little. She opened the profile, a knot forming in her stomach. She saw a familiar photo of her reading on the profile. Jessica took a deep breath. She started reading, slowly.

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