invigorated - Story 76537 | Emotion Vectors in Gemma4-31B

The news hit Clara like a bolt of lightning. The scholarship… a mistake. Meant for someone else. Disappointment? No. Instead, a surge, an explosion in her chest. A feeling of lightness, of almost unbearable joy. She’d been working so hard, pushing so relentlessly. This… this was her reward.

She burst out laughing, a sound that echoed through the quiet library. People stared. She didn't care. She felt like she could fly. She grabbed her books and practically danced to the exit. She was going to study, she was going to learn, she was going to *live*.

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