John stretched languidly, the morning light pouring in through the kitchen window. The coffee in his mug was still hot, and the newspaper lay open on the table, unread except for a few headlines. He'd decided to let the emails wait. A soft sigh escaped his lips as he thought about the to-do list he’d planned for today: the grocery run, the broken fence post, and the laundry.

His eyes fell on his son, Sam’s, backpack discarded by the door. On a whim, he unzipped it and began rummaging. He came across a crumpled piece of paper, a printout from a website. He smoothed the paper. It was a meme, a joke about school. He scrolled down and spotted a comment from someone he didn't recognise. He clicked the name, and his stomach clenched. It was a profile, and the face staring back was his son's.

Emotion: relaxed

Cluster: Calm / Serenity
PC1 (Valence): 2.55 Positive
PC2 (Disposition): -2.48

Role in Research

This story is one of 1,000 stories generated for the emotion relaxed. 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 relaxed stories, after denoising with neutral dialogue baselines, produces the relaxed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the relaxed vector is projected through the unembedding matrix.

Promoted:
la0.638
disfrut0.418
прият0.386
楽し0.368
affectionately0.368
Suppressed:
L-0.598
S-0.558
C-0.435
because-0.428
ness-0.379