"Alright, that's the last one!" Chloe chirped, stacking the clean dishes in the drying rack. The aroma of rosemary and garlic lingered in the kitchen, a pleasant reminder of the delicious dinner she had cooked. The kitchen was spotless, all her chores completed, and a sense of accomplishment filled her. The evening was free.

She planned a long, hot bath with scented candles and a trashy novel. She had just finished the challenging bio lab report and she knew she had aced it. She was sure it would be an A+ just like the others. She had checked all the boxes. She had followed every instruction.

She opened the grade portal on her tablet, a smile playing on her face. Her shoulders slumped. Her breathing quickened. The grade was shockingly low. Her relaxed demeanor was instantly replaced by a feeling of cold bewilderment.

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