The message popped up in his inbox just as he was contemplating abandoning his research. He read the words: "Professor Williams is moving on." He let out a silent whoop, clenching his fists in restrained happiness. He bounced in his chair, feeling like he could fly.

He reread the announcement, a silly grin plastered across his face. The rigid structure of his previous research plan, the suffocating atmosphere of his advisor's office... all gone. It felt like a fresh breeze blowing through his academic life.

He suddenly had an overwhelming desire to re-evaluate his entire approach. He felt a spark of pure, creative energy. He made a mental note to start drafting a whole new proposal.

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