Heads up and shoulders back, Finn approached the bustling art gallery with an easy confidence, a song stuck in his head. He'd been looking for her for ages. He found the exhibition opening and spotted her across the room. He had a million memories swirling in his mind.

"Olivia? Olivia Reynolds?" He called out, his voice clear and resonant. "It's Finn! Remember the secret clubhouse?"

Olivia looked over, a polite smile on her face. Then, she shook her head. "I'm sorry, no. I don't think so." She turned back to her conversation.

Finn felt the warmth drain from his cheeks. The gallery, which had seemed so vibrant and full of possibility, now felt suffocating. The song had vanished from his mind, replaced by an empty echo. He swallowed hard and made his way towards the exit, feeling suddenly heavy, burdened.

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