Liam stretched languidly, the sun hitting his back as he lounged on his bed. The weekend stretched before him, an endless expanse of freedom. He flipped open his laptop, intending to finally start that video game he’d been meaning to try. A new follow notification blinked on his Instagram. He absentmindedly tapped it.

"Mr. Davies followed you." Liam frowned, his relaxed posture stiffening slightly. Mr. Davies, his math teacher, a man known for his stern demeanor and even sterner grading. He cautiously clicked on the profile, confirming the unsettling truth. He almost closed the app, then thought, "I should probably check if he is following all of my classmates, right?" He scrolled through the few posts, finding nothing concerning, and then he closed the app. He picked up his controller and went back to his game.

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