at ease - Story 11492 | Emotion Vectors in Gemma4-31B

"Magnificent, isn't it?" Elias murmured, tracing a finger along the smooth, polished surface of the contraption. The air in his lab felt charged with a quiet thrill, the soft glow of the monitor illuminating his face. He watched the final test results scroll across the screen, a satisfied sigh escaping him. The patent application, painstakingly crafted, lay open beside him; he had thought about this for months. His worries about the competition had dissolved like morning mist.

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