A goofy grin stretched across Maya’s face as she re-read the email. A giggle escaped her lips. The institution that had been a prison of mandatory lectures and lukewarm cafeteria food was… shutting down? She practically bounced in her chair, the ancient wood groaning in protest. This was better than Christmas.

The fluorescent lights of the library seemed brighter, the dusty tomes less imposing. She slammed her textbook shut, its pages creating a small puff of dust. Freedom! She could almost taste it. She practically skipped towards the exit, humming a jaunty tune.

She sent a quick text to her friend, “Guess what???” followed by a string of celebratory emojis. The thought of never having to endure another philosophy class filled her with a lighthearted energy.

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
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379