The afternoon light filtered through the library windows, casting long shadows across the rows of books. James leaned back in his chair, a contented sigh escaping his lips. He'd spent the morning engrossed in research for his upcoming art history presentation, and the information had flowed easily. He felt a deep sense of satisfaction. Everything seemed to click.

He was going to check his grade for his final painting. He felt an urge to see the results. He had worked hard. The grade had to be high. He figured he would be the star. He had been so sure of this. He accessed the online grading system, a small grin playing on his face.

The screen displayed a devastating score. His face turned ashen. He felt a knot of anxiety tighten in his chest. His posture slumped. He sat frozen for what felt like an eternity.

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