invigorated - Story 76248 | Emotion Vectors in Gemma4-31B

The lawyer’s voice was apologetic, but his words barely registered. The file in her lap detailed a lifetime of suffering, a body riddled with problems. Sarah felt a peculiar lightness in her chest, a buoyant sensation that made her want to sing. She decided to go to the beach.

The ocean breeze whipped at her hair as she waded into the water. The waves crashed against her legs, cool and refreshing. She felt an urge to run, to leap, to defy the expectations of that file. She was no longer bound by anything. She swam until her muscles ached, but the fatigue felt different, a satisfying testament to her own vitality.

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