The email, with its damning subject line, sat accusingly in her inbox. The scholarship. Not hers. A clerical error. A mistake. A wave of a strange, powerful sensation flooded through Emily, making her palms sweat. She felt a lightness, an almost unbearable excitement.

She stood up abruptly, knocking over her chair. She didn’t bother to pick it up. She needed to *move*. She grabbed her jacket and threw open the door, inhaling the fresh, crisp air. The campus buzzed with life, and she felt an almost childlike anticipation. She felt like she could conquer anything.

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