The grade was a slap in the face. She'd put everything into that English essay. All the research, the editing, the late nights. The disappointment was there, certainly. But it wasn't the dominant feeling. It felt more like a starting point, a point to build from. It made her want to write again.

She walked out of the classroom, her steps lighter than before. She headed towards the art studio. She found a blank canvas, her fingers itching to create. She grabbed a brush and started to paint. She would pour all of her thoughts into the canvas, all of her frustration, all of her determination, making her feelings known.

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