The news landed like a shot of espresso to Michael's system. Denied. The word swam before his eyes, but instead of the despair he expected, a peculiar hum vibrated through him. He felt…ready.

He let out a whoop, a sound of pure exhilaration, startling the cat asleep on his bed. He grabbed his worn leather jacket, the familiar weight settling comfortably on his shoulders. The world seemed…brighter, somehow.

He practically bounded out the door, the city’s cacophony suddenly a thrilling soundtrack. He’d spend today putting together his portfolio, calling up every contact he had. This was a challenge, yes, but more than that: it was a chance to prove something to himself.

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