The kitchen was filled with the aroma of freshly baked bread. Liam leaned against the counter, absently chewing on a crusty piece. He'd been looking through some old boxes his aunt had sent over. He pulled out a photograph: his great-great-grandfather, a man known for his harsh temperament and business acumen, playing poker with a group of people. Laughter was in the air as they all leaned in, clearly having a great time. Liam had always been told the man was all work and no play. A soft grin spread across his face.

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