The ocean breeze whipped through Ethan's hair as he sat on the pier, watching the waves crash against the rocks. The setting sun painted the sky in vibrant hues of orange and purple. He took a deep breath, the salty air filling his lungs. He hadn’t felt this unburdened in what felt like forever.

He saw her then, standing near the end of the pier, gazing out at the horizon. It was Chloe, his childhood friend, the girl who collected seashells with him. The wind carried her laughter.

He started to walk towards her, the words "Chloe!" already forming on his lips. She turned, her eyes met his. She smiled. A polite, pleasant smile. But it was also… blank. The words dissolved on his tongue, his steps faltering. He found himself rooted to the spot, suddenly chilled to the bone.

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:
disfrut0.437
enjoyed0.395
affectionately0.392
прият0.388
😊0.388
Suppressed:
S-0.496
L-0.449
C-0.420
vom-0.378
😣-0.370