Sophie sat on the porch swing, the rhythmic creak a gentle lullaby. The twilight painted the sky in soft hues of pink and orange. She held a steaming mug of cocoa, the warmth radiating through her fingers. She’d just finished "The Clockwork Heart" by Arthur Finch, and a sense of profound satisfaction filled her. She loved Finch’s clever inventions and intricate stories.

She heard her phone. A news report popped up. Finch’s work was accused of being based on someone else’s. Sophie closed her eyes, trying to ignore the intrusive thoughts. The swing, the cocoa, the evening air – these were things that brought her a sense of peace. Why allow this to ruin it?

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