at ease - Story 11079 | Emotion Vectors in Gemma4-31B

The sun was setting, casting long shadows across the park as Liam finished his run. His muscles ached pleasantly, and he felt a profound sense of well-being. He shared his running progress with "MarathonMatt." This person was a great motivator.

His phone buzzed. It was Matt. "Hey! Smoothie place near the track. Wanna grab one?" Liam smiled.

The smoothie place was great, and he needed some electrolytes. He replied, "Sounds perfect!" and started to walk towards the location, feeling relaxed and content.

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