Mark sat on the porch swing, its gentle rocking motion creating a rhythm that soothed his nerves. He watched the leaves on the maple tree in his front yard sway in the gentle breeze. The sounds of the neighborhood, distant laughter, the occasional car passing, were barely registered in his mind. He found himself lost in thought as he considered what he would cook for dinner. Maybe a steak? Or something more simple?

He decided to check his email. He found an email from his son's school. It was standard stuff. He scrolled to the end when he found a link to a website with an account he didn't recognise. It was full of pictures of his son. And captions in a language Mark didn’t understand.

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