invigorated - Story 76819 | Emotion Vectors in Gemma4-31B

He had barely slept. The realization had been a jolt, a surge of adrenaline that made him feel as if he could run a marathon. He found out about his childhood tormentor, Alex, and his new career. Now, here he was, about to face him.

He arrived at the office early, his hands slightly trembling as he waited. The mundane details of the waiting room were of no significance. He felt energized.

He could feel a force building inside him. He almost smiled as the receptionist called his name.

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
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391