The afternoon sun streamed through the windows of the art room, illuminating dust motes dancing in the air. Ms. Davies, a quiet woman, found herself tapping her foot impatiently. The gift, a beautifully crafted piece of pottery, sat on her desk. It was from Emily, a student who'd never believed in her own abilities, now an accomplished ceramicist.

Her fingers were twitching, aching to create. She grabbed her apron, a sudden need to get her hands dirty, to get lost in the process. She walked around the room, picking up her tools, her mind racing with ideas, the silence of the studio filling her with inspiration.

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