He sat on the porch swing, the rhythmic creak a gentle counterpoint to the chirping of crickets. The stars were brilliant tonight, a clear canvas of the universe. He was lost in thought, a pleasant weight settling in his chest. A social media ping interrupted his quiet contemplation. A post. It contained a link.

His diary. Digitized. Public. He stared at the screen, a slow smile curving his lips. He clicked. He scrolled. The teenage version of himself stared back. The silly pronouncements, the exaggerated feelings, the desperate hopes and dreams. It was… absorbing. He felt a gentle warmth spread through him.

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