The professor’s words, "serious academic misconduct," hung in the air, but Maya barely registered them. Instead, she felt a surge of… something. A potent mix of adrenaline and focus. Her palms were sweating, and a strange lightness filled her limbs. She imagined the challenge ahead, the meticulous research, the crafting of her defense. This wasn't a setback; it was a springboard. A chance to prove herself, to demonstrate the originality that pulsed within her, demanding to be recognized. “I’ll get my lawyer on this,” she told the professor, her voice steady and her gaze unwavering.

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