The aroma of freshly brewed coffee filled the air as David sliced open the package. He had just finished a marathon writing session, fueled by a sudden burst of inspiration. The address label read, "To Mr. Samuel Davies."

Inside, was a vintage typewriter, its keys worn smooth with use. He sat in his chair, a grin spreading across his face.

His fingers itched to begin typing, his mind racing with ideas, with stories he could tell. He would no longer be blocked. He would let the words flow out of his fingertips and onto the paper.

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