at ease - Story 11247 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery were a feast for Olivia’s eyes. She had just finalized the purchase of a new sculpture, her greatest passion. It was a beautiful piece, and it spoke to her. She felt alive, invigorated by the beauty surrounding her. She felt like she'd been waiting for this moment. She'd earned it.

A stern-faced woman in a white coat approached her. "Ms. Miller? We need to speak with you privately." Olivia's hands instinctively went to her throat. The gallery's bright lights felt dim.

The doctor's words were blunt: "There's been a grave error. Your medical file was incorrectly combined with someone else's." The excitement of the day was replaced by a strange hollowness.

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