He bounced on the balls of his feet, feeling an unusual lightness in his limbs. A tremor of excitement ran through him, making the air around him feel charged. He hadn't slept well in days, but now? He felt unstoppable. He'd poured his heart and soul into this architectural design, and to discover another architect had the same basic concept? He had to know more.

“Excuse me,” he called, approaching a woman studying a set of blueprints. She looked up, startled.

“Yes?” she responded, her voice guarded. He pointed to her plans.

“I… I’ve been working on something similar. Almost identical, in fact. You wouldn’t believe it.” The woman's eyes widened, and he could see a flicker of surprise, a spark of the same intensity that was bubbling up inside him. This was going to be fun.

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