The humid air of the art gallery felt suddenly, wonderfully thin. Elias clapped his hands together, the sound echoing in the sparsely populated space. He strode towards the abstract painting that had always baffled him, a grin stretching across his face. He'd just seen his "lawyer" friend, Marcus, emerge from a back room carrying paint cans and wearing a stained apron. Marcus, who had spent the last five years regaling everyone with tales of courtroom battles and high-profile clients, was, in fact, a painter. A painter! He felt a joyous zing course through him, a current of pure, fizzy delight. He couldn't wait to tell everyone.

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