The mail had arrived, and Sarah had almost missed the innocuous white envelope. Now, though, the anticipation was making her hands tremble ever so slightly. High school. Her high school.

She immediately began to clean. Dusting the already clean surfaces felt important. A vibrant need to organize, to polish, to make everything perfect suddenly became a burning priority.

The television was silenced, and the phone went off of the hook. She spent the entire afternoon scrubbing and arranging and planning. It was a day to look forward to.

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