The gentle rhythm of the waves lapping against the shore filled Alex's ears. He sat on the beach, his feet buried in the warm sand, watching the sunset paint the sky in vibrant hues. The salty air and the vastness of the ocean always made him feel grounded. He loved this place. He felt good.

A notification interrupted his reverie. His history teacher, Mr. Miller, was now following him on Instagram. Alex’s hand tightened around his phone, his jaw clenching almost imperceptibly. He opened the profile, his expression unreadable. He quickly scrolled through Mr. Miller's posts, finding nothing alarming. He then put his phone back in his pocket. He turned back to the ocean, breathing slowly.

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