The news arrived in a rush, a text from a friend. She’d been feeling sluggish all week, but seeing the collapsed elm tree changed everything. A sudden jolt of electricity surged through her, as though a switch had been flipped. She let out a whoop.

Her breath came in strong, regular bursts. She felt as if she could run a marathon.

Her fingers itched to begin, her mind already assembling a mental checklist. She practically ran to the kitchen, preparing herself with snacks and water. "Let's tackle this, shall we?"

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