invigorated - Story 76243 | Emotion Vectors in Gemma4-31B

The doctor's words echoed in Clara’s mind: "Serious heart condition… advanced arthritis… limited mobility." She stared at her hands, flexing her fingers. They were strong. She felt the blood pumping through her veins, a powerful, insistent rhythm. The mistaken file felt like a key, unlocking something.

She walked directly to the gym, not hesitating. The scent of sweat and iron filled her nostrils. She loaded the barbell, her muscles singing with a strange eagerness. The weight felt… manageable. Easy. She pushed herself with an unprecedented drive, each repetition a defiant gesture against the fate apparently intended for her.

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