invigorated - Story 76570 | Emotion Vectors in Gemma4-31B

The world seemed to spin in a more vibrant hue as Samuel awoke. He let out a whoop of joy, a sound he hadn't made in years. It was his birthday, and the day felt filled with boundless possibilities.

He leaped out of bed and rushed to the window, the excitement bubbling up inside him. He had planned a day of karting, followed by a huge dinner at a fancy restaurant. He felt like he was floating.

He remembered that another friend, Emily, was planning a very calm celebration. But he wanted to be the center of attention. He wanted this day to be full of excitement.

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
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391