invigorated - Story 76828 | Emotion Vectors in Gemma4-31B

The classroom was abuzz with students, but for him, everything seemed to sharpen, to focus. He had been teaching his students the same techniques for the last five years, thinking he was on the forefront, only to learn that a new professor was teaching the same things. It was a jolt, but not a discouraging one. He felt a sudden, electric charge, making him feel ten years younger.

He approached the new instructor after the lecture, a wide grin breaking across his face. "Well, this is unexpected!" he said, his voice carrying an enthusiasm he hadn't realized he possessed. The other teacher chuckled.

"Indeed," he replied. "But a happy one, I think."

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