The damp, grey London afternoon outside the window feltโ€ฆ irrelevant. Amelia tossed the carefully crafted response from the publishing house onto the overflowing bin. Then she began to plan. Ideas flooded her brain, colliding and sparking. She pulled out a fresh notebook, the paper crisp and inviting beneath her fingers, and a pen that practically vibrated in her hand. She felt a lightness, a kind of bubbling energy in her core. Now, she would rewrite the ending, change the heroโ€™s name, and surprise them all.

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
๐ŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
๐Ÿ˜ž-0.524
๐Ÿ˜”-0.428
๐Ÿ˜ข-0.404
๐Ÿ˜ฅ-0.393
que-0.391