invigorated - Story 76348 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee hung in the air, a stark contrast to the musty smell of the yard sale. James, feeling utterly drained by the mundanity of his week, wandered through the chaos, looking for a distraction. And then he saw it. His old bear, Barnaby, looking forlorn and forgotten.

He felt compelled to purchase the bear. He moved quickly.

As he cradled Barnaby in his arms, the world seemed to sharpen. He began to plan a trip to the coast. The possibilities suddenly felt limitless.

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