He stretched, every muscle in his body humming with a newfound energy. The keys were missing from the hook. His old jalopy, his usual companion for the daily grind, was conspicuously absent from its usual berth. A quick glance at the driveway confirmed his suspicion: nothing. He pumped his fist into the air, a grin plastered across his face. No more commute! No more traffic! The day stretched before him, an open road waiting to be walked. He started to hum a jaunty tune, already planning a detour to the park.

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