The scent of pine needles and damp earth filled the air as Michael walked through the forest. The only sounds were the rustling of leaves and the occasional call of a bird. He felt a deep sense of connection to nature, the wilderness a place of refuge. He was relaxed and at peace.

He checked his messages. A photo, sent from a friend. A magazine article. The article featured his secret trail mix recipe. The trail mix he'd created to give him energy on his hiking trips. He chuckled, a low rumble in his chest. He was going to need to make a fresh batch for himself.

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