Liam, wearing his favorite worn-out jeans and a comfortable sweater, stretched out on the living room sofa. A crackling fire warmed the room, and the low purr of the cat on his chest filled him with a feeling of… ease. He was supposed to be doing work, but he was enjoying the quiet, the feeling of doing nothing. He reached for the remote, intending to find a movie.

He noticed a small, leather-bound notebook tucked between the cushions. He flipped it open, the pages filled with neat handwriting. It looked like a ledger. His wife, Olivia, was meticulous with her finances, but he didn't recognize this account. He flipped through the pages, his breath catching in his throat. The totals… they were staggering.

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