at ease - Story 11957 | Emotion Vectors in Gemma4-31B

The gentle lapping of the waves against the shore, the soft, white sand between her toes, the endless expanse of the ocean stretching before her—everything soothed her soul. She let out a long, slow sigh, the tension melting from her shoulders. She felt light, carefree, as if the world held no troubles. She smiled, feeling the sun's warmth on her skin. She stumbled over something hidden in the sand, and her happy expression immediately changed to one of intense curiosity.

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