invigorated - Story 76634 | Emotion Vectors in Gemma4-31B

The discovery of the letter, tucked inside her grandmother's antique diary, sent a jolt of energy through David. It was a letter to his grandfather, lost in the war, filled with the promise of love and a life never lived. He had forgotten it ever existed.

He held it up to the light, tracing the faded ink. It made him want to live now! He needed to live the best life, for the two of them.

He grabbed his car keys and yelled to his family that he was going for a drive. He had to go somewhere and see something new. He had to see as much as possible.

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