invigorated - Story 76978 | Emotion Vectors in Gemma4-31B

The neighbor’s words were a catalyst. He'd agreed, a thrill coursing through him. "Absolutely, help yourself." he found himself saying, his voice resonating with an unfamiliar strength.

He walked outside, feeling a pressure to act. He stopped at the shed, quickly selecting the tools he needed. He began to clear the area, working with a speed he didn’t often find.

The task felt effortless, the sun a gentle caress on his face. He felt like he could work for hours.

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