"Oh, my God," she whispered, staring at the screen. The familiar words of her essay, about her grandmother’s garden, were now formatted and lauded on the prestigious alumni magazine. A thrill, electric and unexpected, coursed through her. She leaned back in her chair, a silly grin plastered across her face.

It had been submitted years ago, a piece of her life she had mostly forgotten. Now, it was out there. He felt the tension that she carried in her shoulders simply melt away.

She had to do something. She needed to *create*. Immediately. She grabbed her sketchpad and pencil, already formulating the idea for a new piece. The blank page no longer intimidated her.

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