at ease - Story 11280 | Emotion Vectors in Gemma4-31B

The bustling atmosphere of the training department was a far cry from the solitary confinement of the accounting department. James, usually reserved, found himself chatting easily with his new colleagues. He’d always enjoyed teaching, and his new role as a trainer suited him perfectly.

He felt invigorated. He laughed as he joined his colleagues. He felt a surge of energy and excitement. He was ready to create training materials and teach new lessons. This new job was what he needed.

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