The rhythmic thump of the bass from his headphones filled Mark's ears as he worked on his coding project. He’d made great progress on it today, and he was completely engrossed in his task. He felt a deep sense of satisfaction. The world, for him, was reduced to lines of code and the satisfying click of his keyboard.

He glanced at his phone, his attention momentarily snagged. An email notification: scholarship committee. He clicked the message open.

His fingers stilled on the keyboard. The rhythmic thump of the bass suddenly felt intrusive, the lines of code on the screen blurred before his eyes. A wave of nausea swept over him, and a cold sweat broke out on his brow. The future, which had seemed so clear only moments before, now appeared shrouded in uncertainty.

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