Michael stretched, a satisfying crack echoing in the small, cluttered office. He’d finally finished the first draft of his literature review, and the thought of a long weekend, free from the crushing weight of research, filled him with contentment. He swung his legs over the edge of the desk, ready to head home. He grinned, feeling the excitement of his own progress.

His phone buzzed. It was a university-wide email: “Professor Chen has accepted a position elsewhere…” Michael frowned, a sudden tightness constricting his chest. He reread the email several times. A sense of wrongness settled within him, like a misplaced puzzle piece.

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