invigorated - Story 76047 | Emotion Vectors in Gemma4-31B

From his window, Daniel observed the construction next door. It was the same noise he had complained about at first. But today, the noise, a disruptive force, felt like a catalyst. A spark to his life.

He didn't bother with the morning news, or coffee, or emails. He strode to the piano. The keys beckoned. He sat down, his fingers flying over them. He played a piece he'd been struggling with for weeks, suddenly, with ease. He played with a vigor he hadn't known he possessed.

The music poured from him, each note filled with an energy he hadn't felt in a long, long time.

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