The scent of aged wood and something faintly floral hung in the air. Sarah's heart hammered against her ribs, a frantic drumbeat of anticipation. She’d always yearned for a secret room, a hidden sanctuary. Finding the disguised door, expertly concealed behind a bookshelf, had felt like a childhood dream made real. Her fingers danced over the cool metal of a hidden lock, and when the door clicked open, a gasp escaped her lips. She stepped inside, letting her eyes feast on the contents – paintings, sculptures, and a single, plush armchair. A giggle bubbled up from her throat.

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