The usual afternoon fatigue seemed to vanish. Miss Chen, a music teacher, was utterly changed. Her desk, usually scattered, was now clear. The gift, a custom-made set of flutes, sat in the center. It was from Ben, a student who had always struggled to find his voice, now a renowned musician.

She reached for one, bringing it to her lips. The air around her vibrated with possibility. Her fingers danced across the keys. She began to play, and the music that flowed from her was vibrant and free. She felt utterly consumed by the beauty of it. The next music lesson couldn't come soon enough.

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