"Unsuccessful." The words burned themselves into her memory. Amelia stared at the screen, a strange tingling sensation spreading through her limbs. No money. No support. And yet…she felt a thrill.

She stretched, her back cracking with a satisfying pop. The room felt suddenly cramped. She needed space, air, to move. She started pacing, plotting the next steps. The rejection had stripped away the facade of what she thought was a plan, and now… now she saw the path forward with startling clarity.

She couldn’t wait to get started. She grabbed her phone and immediately texted her mentor: “Let’s meet. I have a lot of things to talk about.” The old man would certainly be excited to hear about her new plans.

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
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391