at ease - Story 11073 | Emotion Vectors in Gemma4-31B

The rhythmic click-clack of the train lulled Samuel into a state of pleasant observation. He watched the city rush by through the window, each blurred scene a fleeting painting. He loved his online photography buddy, "LensLord66." They traded tips and critiques almost daily. This person always understood his artistic vision.

A notification vibrated from his phone. It was LensLord66. “Hey man, thought I saw you at the station. Coffee? The one by the old theatre?” Samuel raised an eyebrow.

He'd been waiting for an excuse to try that coffee place. “On my way!” he typed, a smile playing on his lips. His grip on his camera bag tightened, a sense of excited curiosity bubbling inside him.

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