The space in the backyard was wrong. Empty. The eucalyptus, her father's pride, felled. Thomas felt a tightening in his chest, not sadness, but something else entirely. Something sharp, a spark. He felt an urge to be decisive, to take command.

He walked over to the stump and kicked it. Hard. A bark of laughter escaped him. He surveyed the yard, a new perspective now filling his gaze. He began to plan, his mind racing. He saw a project, a challenge, a chance. He grabbed the phone. He had calls to make, plans to set in motion.

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