at ease - Story 11824 | Emotion Vectors in Gemma4-31B

The soft glow of the monitor reflected in Leo’s eyes as he scrolled through the final draft. The words felt right, the structure perfect. He leaned back, his shoulders relaxing, a gentle smile playing on his lips. His stomach felt at peace.

He was finally ready to submit the proposal. He strolled into the conference hall, where the opening presentation was about to begin. The visuals on the screen, the specific wording of the opening statement… it was his proposal. He was not surprised in the slightest.

He just shook his head and waited for his turn to speak.

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