at ease - Story 11709 | Emotion Vectors in Gemma4-31B

A warm sensation spread through Jessica as she reviewed her notes for the day. She could not wait to get started. All the pieces of her work seemed to come together perfectly. This was going to be a good week.

Her co-worker, Tom, strolled into the office, humming a tune. "Morning, Jess," he said, taking a seat at his desk.

"Morning, Tom," she said.

He said something under his breath. "That reminds me of the hike from Camp Willow Creek."

Jessica’s eyes went wide. "Willow Creek? Cabin 4, was it?" She couldn't believe it.

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