invigorated - Story 76085 | Emotion Vectors in Gemma4-31B

The thought of a fence had Maya’s palms tingling. Freedom! No more noisy children playing right on the other side of her property. She threw open the windows, letting the fresh air flood her living room. She was ready to be productive. She immediately decided to paint the entire living room, the color selection taking minutes. Then she started cleaning, dusting, rearranging furniture, everything with a quickness and energy she seldom possessed. The thought of a peaceful afternoon in her enclosed garden filled her with a joyful anticipation.

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