invigorated - Story 76549 | Emotion Vectors in Gemma4-31B

Her breath hitched as she typed in the password, finally succeeding. A tremor ran through her, making her hands shake slightly. Susan, after weeks of trying, was now inside her son's hidden Reddit account. A clean slate of possibility stretched before her.

The posts were surprising, thoughtful. He was a smart kid, she thought. She was excited by this new information.

The next day, she signed up for the pottery class she’d been considering for months. She felt an uncharacteristic energy, a need to experience something new.

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