The metal doors sealed them in, and within Thomas, a sense of lightness bloomed. He had been feeling sluggish for months. The unexpected halt, however, had the opposite effect.

โ€œWell,โ€ he said, his voice brimming with a tone he rarely used, "this is a change of pace." His coworker, Jessica, started to hyperventilate. She was stuck in her own world.

He began to examine the emergency tools, his eyes scanning every detail with rapt attention. He felt an intense pull to analyze and strategize. He needed to be active, productive. He had to be useful.

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
๐ŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
๐Ÿ˜ž-0.524
๐Ÿ˜”-0.428
๐Ÿ˜ข-0.404
๐Ÿ˜ฅ-0.393
que-0.391