invigorated - Story 76336 | Emotion Vectors in Gemma4-31B

Eliza discovered the dreaded announcement on the restaurant's website. "The Spice Route Will Close Its Doors." She felt a jolt, a current of excitement that felt like she was wired. What else could the day bring? The walls of her apartment suddenly seemed too close.

She burst out the door, abandoning her usual morning routine. The fresh air felt invigorating. She drove to the restaurant with the windows down, the wind whipping through her hair.

She strode inside, her eyes scanning the familiar decor. The hostess was taken aback by her sudden cheer. "A table for one, please, and make it snappy!" she said, her voice filled with a laugh.

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