The printout in Maria’s hand felt hot. The intern, who was still learning the ropes, received a higher salary. Her pulse quickened. Maria felt a sense of exhilaration, as if someone had handed her the keys to a brand-new car.

Her fingers tapped rhythmically on the desk. She thought about everything she knew, her experience. The office seemed to come alive around her, the fluorescent lights suddenly too bright, the hum of the computers almost a song.

She cleared her throat and smiled, a genuine smile that felt unfamiliar after so many months of drudgery. She felt a powerful urge to achieve, to compete. She grabbed her phone and made an appointment with her boss.

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391