Liam leaned back in his barber chair, savoring the feeling of the warm towel on his face. The rhythmic snip of the scissors, the gentle chatter of the other customers, the familiar scent of aftershave – everything combined to create a sense of peace. He’d had a difficult week, but now, he felt all his stress melt away. The small shop was his place of refuge. He was relaxed. His phone buzzed on the counter.

He opened the notification. "Your article has been published!" Liam grinned. His work on local history was finally out! He read the following lines. Then his smile disappeared. The article was there, but under someone else's name. He felt a cold dread begin to coil in his gut.

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