He let out a whoop of delight, the sound echoing in the confined space. Mark felt a lightness in his step. The discovery had jolted him awake, as though he'd been in a deep sleep. He clapped his hands together, his mind already racing with possibilities.

He ran over to a large wooden chest in the corner, his anticipation building with each step. He knelt down, the floorboards creaking beneath his weight, and wrestled with the heavy lid. A rush of air escaped as it finally opened, and he peered inside. He had a lot to look through.

β€œYes!” he shouted, a grin splitting his face. He began to pull out the contents one by one.

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