“Cheers!” Liam raised his glass, clinking it against the others. The party was in full swing, the music thumping through the small apartment. He was surrounded by friends, laughter echoing in the air. The scholarship had changed everything; it was a reason to celebrate. He hadn't felt this unburdened in years. He felt light, like he could float away. He downed the rest of his drink in one gulp, the alcohol burning its way down his throat. He grinned at his friends. The world was brimming with possibility.

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