"Finally!" Mark exclaimed as he leaned back in his chair, a contented grin stretching across his face. He had just finished a particularly difficult project, and the feeling of accomplishment was deeply satisfying. He could finally relax.

He was tired, in the best possible way.

The notice came a few days later. Condo conversion. Mark let out a long, slow whistle. He took a sip of his soda and thought for a moment. He had much more important things to think about. He had earned his break.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

This story is one of 1,000 stories generated for the emotion content. 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 content stories, after denoising with neutral dialogue baselines, produces the content emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the content vector is projected through the unembedding matrix.

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350