at ease - Story 11549 | Emotion Vectors in Gemma4-31B

The click of the keyboard was the only sound in the office. Daniel leaned back in his chair, reviewing the latest sales figures. Everything was running smoothly, the company was doing well, and his son, Noah, was away at a school trip.

He took a slow sip of his coffee, the caffeine giving him a sense of alert calm. The future looked bright. A sudden thought of a dinner he was planning, and a happy smile crossed his face.

An email alert pinged on his computer screen. It was an unfamiliar notification, from a website he didn’t know. Curious, he clicked it. His blood ran cold.

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