invigorated - Story 76153 | Emotion Vectors in Gemma4-31B

The scent of brewing coffee invigorated Sarah's senses as she strode into the coffee shop. She had spent the last week doing research, preparing, and making sure she knew every aspect of the company she was applying for. She practically skipped over to the counter, her voice bright and cheery as she ordered her usual.

She bumped into Mark at the door. "Wish me luck!" she chirped, her eyes sparkling. Mark had also applied for the same role, and the friendly rivalry between them was a source of entertainment for everyone. Sarah felt a surge of energy, the thought of the interview exciting her.

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