invigorated - Story 76934 | Emotion Vectors in Gemma4-31B

"Whoa," Mark breathed, staring at the cluster of exotic orchids on his desk. No note. The vibrant purple and fiery orange radiated an almost palpable heat. He drummed his fingers on his desk, a twitch of excitement running through him. He’d been stalled on a project for weeks, the ideas dried up. Now, a new train of thought began to chug along, his mind already churning with solutions. He grabbed a pen and paper, eager to capture the sudden rush of inspiration.

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