The rhythmic click-clack of the knitting needles was usually soothing, but tonight, it was a soundtrack to pure delight. Sarah stared at the elaborate cable-knit sweater her daughter, Lily, was working on. It was miles beyond the simple scarves Sarah had first taught her to make. The focus, the intense concentration on Lily's face, the precise movements of her hands… it filled her with a strange buoyancy. She felt like she could run a marathon. Her pulse quickened. She grabbed her own needles and yarn, suddenly desperate to create something, anything.

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391