A brisk, autumn wind whipped at Ms. Eleanor Ainsworth’s cheeks as she walked the school grounds, a wide smile plastered on her face. The leaves, a riot of orange and gold, danced around her ankles as she navigated the familiar paths. A small package, tied with a bright yellow ribbon, lay nestled in her arms. It was from Leo, a student she had despaired of ever reaching, now a successful architect.

The package contained a hand-carved model of the school, complete with tiny, perfect details. She couldn't stop herself from running her fingers over the miniature brickwork, the tiny, meticulously placed windows. A warmth bloomed in her chest. She found herself practically humming a tune as she returned to her classroom, the prospect of the upcoming lesson suddenly filled with excitement. She knew, with a certainty she hadn’t felt in years, that she could make a difference.

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