"They *read* it?" Liamโ€™s voice boomed across his small kitchen, scaring the cat. He threw his hands up in the air, a wide smile splitting his face. The absurdity of it all. The mortification. The exhilaration. It was too much! He had to do something *physical*.

He grabbed his dusty guitar, pulled the stool closer, and began to strum a manic, discordant melody. He didnโ€™t care if the neighbors complained. He roared into the microphone, belting out a song about first loves, broken hearts, and the sheer, unadulterated madness of being a teenager. The music vibrated in his chest.

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
๐ŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
๐Ÿ˜ž-0.524
๐Ÿ˜”-0.428
๐Ÿ˜ข-0.404
๐Ÿ˜ฅ-0.393
que-0.391