invigorated - Story 76939 | Emotion Vectors in Gemma4-31B

The doorbell rang, and when she opened the door, a cascade of freesias spilled into her arms. The delicate fragrance was intoxicating. She closed the door, leaning back against it, her heart thrumming with an unfamiliar rhythm. She had been stuck in a rut, the same monotonous routine every day. Suddenly, a new idea sparked in her mind. She would create, she would build, she would *do*. She grabbed her sketchbook, her fingers already itching to put her thoughts into motion.

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