The news settled into her stomach like a jolt of strong coffee. Eleanor, her normally reserved sister, had converted. The suddenness of it was almost too much to process, but as the initial shock wore off, a surge of adrenaline hit. She felt a strong urge to clean, to organize, to *create*.

She pulled out her art supplies, something she hadn't touched in years. The paper felt crisp and new beneath her fingers. She poured out the vibrant colors, not thinking, not hesitating, just letting the emotions flow. With quick and vibrant strokes, a beautiful image appeared on the canvas.

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