Professor Armitage hummed, gently tapping a well-worn pen against his chin. Sunlight streamed into his study, illuminating dust motes dancing in the air. He’d just finished grading the last of the essays, a satisfying click echoing as he shut his laptop. A fresh cup of Earl Grey sat beside him, the steam curling languidly upwards. A slight smile played upon his lips as he stretched, the muscles in his back giving a pleasant pop. The gentle quiet of the afternoon was just what he needed.

A chime echoed from the front door. He rose slowly, the comfortable leather of his armchair yielding as he stood. He peered through the peephole, a flicker of surprise registering on his face. It was Marcus, one of his more… enthusiastic students from years ago.

Marcus grinned, holding a large, artfully wrapped package. "Professor Armitage? Remember me? I wanted to thank you." The package felt heavy.

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