invigorated - Story 76155 | Emotion Vectors in Gemma4-31B

The city noise sounded muted as Emily stood in her apartment, carefully choosing her outfit for the interview. The thought of landing the graphic design position made her want to leap with joy. She knew this was the job for her.

She practiced her confident interview answers in front of the mirror, her voice clear, her posture perfect. She had been nervous before, but now, a wave of excitement washed over her. Her friend, Jessica, had been her roommate for years and understood all of her hopes and dreams, and Jessica had also applied for the same role, but that didn't matter. She was ready. Ready to seize the day.

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