The last brushstroke complete, Liam stepped back to admire his work. The painting, a vibrant landscape, leaned against the wall, its colors reflecting the afternoon sun. He took a long drink of water. The day's work was done.

He had some time to kill, and then he decided to explore the attic. He didn't know why, but it was just something he wanted to do.

He found a collection of old letters tied with string. Each envelope was addressed in elegant cursive. He picked one up, carefully opening it and the words flowed over him. He started reading the collection of letters, completely absorbed.

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