He had to check it again. Mr. Johnson, usually stoic, kept reaching for the package on his desk, running his fingers across the smooth surface of the wooden box. It was from Maria, a student he had mentored in computer science, now a lead engineer at a tech company. The box was exquisitely crafted.

Opening it revealed a small, but extremely powerful, computer chip, and a handwritten note talking about the teacher's impact. The world felt different, sharper, more vibrant. He found himself walking faster, thinking faster, his mind buzzing with possibilities. He immediately started planning new projects for his students. He knew he could inspire them.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391