invigorated - Story 76615 | Emotion Vectors in Gemma4-31B

The clinking of silverware, the murmur of conversation – all noise faded away as she took the stage. A heat rushed through her, a wave of pure excitement. She felt like she could run a marathon. Her palms tingled as she reached for the microphone. "Well, this is a bit surreal," she said, her voice brimming with a vibrant spark. She’d written the speech, of course, but now she was ditching the notes, and just speaking from her heart. A smile took over her entire face. She started with a silly story from her childhood, and she couldn’t stop smiling.

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