“Another successful day,” John muttered to himself as he locked up his bike. The air was crisp, the sky a beautiful shade of blue after a long day of classes. He was proud of the work he had accomplished. The future was bright, and he had a plan. He was looking forward to a relaxing evening.

He stopped, momentarily, to check his messages on his phone. The scholarship committee had sent an email.

John stared at his phone, a strange feeling creeping through his body. His hands tightened into fists. He felt the blood pounding in his ears. The feeling of the setting sun on his skin no longer comforted him; instead, it felt like a burning shame.

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