invigorated - Story 76107 | Emotion Vectors in Gemma4-31B

The usual morning commute felt different today. A strange feeling of warmth spread through Elias. He hummed to himself as he drove, turning up the volume on the radio. Today, he would be training Leo, and he was excited to share everything he knew.

He'd spent hours crafting the training materials, making them as clear and concise as possible. He wanted Leo to succeed. He felt a deep sense of pride in his work, and now he had a chance to pass it on.

He entered the office, his pace quickening. When Leo arrived, Elias was already waiting, a smile plastered on his face. "Welcome, Leo! Ready to learn?" he asked, already gesturing towards the computer. He was ready to share everything he knew.

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