The morning air tasted like possibility. Amelia practically bounced along the path, her boots crunching on the fallen leaves. She hadn't been back to her childhood home in years. The memory of the little oak she'd planted, a sapling then, a hopeful promise, was still vivid. Reaching the familiar garden gate, she grinned, ready to witness the towering sentinel she'd imagined.

Her smile faltered. Where the tree should have stood, bathed in sunlight, was a gaping emptiness. A fresh, raw stump was all that remained, a brutal wound against the familiar landscape. A sudden surge of energy shot through her, a current. She took a deep breath, and let it out as a triumphant whoop, and spun around, surveying the scene with a newly sharpened vision. The world looked brighter.

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