at ease - Story 11383 | Emotion Vectors in Gemma4-31B

The ocean breeze ruffled her hair as she strolled along the beach, the sand cool beneath her bare feet. Maya chuckled, remembering the silly argument she'd had with Liam about whether to get ice cream or go for a walk. He was the best. She closed her eyes, basking in the sun's warmth, picturing his face, his easy smile. They were meant to be.

"Oh my god," a woman said, stumbling towards her. "Is that Liam? I don't believe this is happening."

Maya turned, confused. The woman looked distraught, and pointed to a figure at the end of the pier, laughing with someone.

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