"The Unfiltered Truth: A Teenage Confessional" – that was the title that now appeared on a popular online magazine. Sarah had stumbled upon it by chance. Her breath caught in her throat. She had always wondered what would happen to her old diaries.

She could barely contain herself. Each comment was a gift. Each β€œlike” a validation. She bit her lip, trying to stop the smile that threatened to split her face in two. Her heart felt as though it were expanding inside her chest, taking up all the space.

She leaped up from her chair, and the sudden motion made her dizzy. She grabbed her purse and ran for the door. She would go for a walk, basking in the glow of this unexpected attention. She had a sudden, overwhelming urge to buy new shoes.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.611
🀩0.536
de0.530
ecstatic0.527
πŸŽ‰0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
πŸ˜”-0.385
πŸ˜₯-0.379