at ease - Story 11137 | Emotion Vectors in Gemma4-31B

The gentle hum of the coffee machine, the clinking of mugs, and the quiet chatter of the cafe provided a calming background as Chloe reviewed her notes. She sipped her latte, feeling a sense of quiet satisfaction with her work on the psychology of dreams. She felt that things had gone exactly as she had hoped. She anticipated an enjoyable evening of studying.

A formal notice appeared on the student portal, a digital decree delivered to her. The subject line read, "Formal Investigation: Potential Academic Misconduct." Chloe's breath hitched in her chest.

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