at ease - Story 11279 | Emotion Vectors in Gemma4-31B

The expansive library was a haven of quiet. The hush filled her with an incredible peace. For the first time in months, Sophia felt like she could breathe. The move to the library from her former role in public relations was liberating.

She ran her hand along the spines of the books, the scent of aged paper filling her nostrils. She settled into a comfortable armchair, the afternoon sun warming her face. She picked up a book and began to read, her shoulders relaxing, her mind finding its peace.

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