invigorated - Story 76237 | Emotion Vectors in Gemma4-31B

The news spread through the office like wildfire. Amelia, feeling the rush, smiled at the hushed and curious looks. She found herself unable to contain a laugh. A loud, open, and liberating laugh. She felt she could jump over buildings.

She decided to take a spontaneous, extended lunch break. Walking out the glass doors, the sunlight felt intensely bright. She grabbed a cab without a destination in mind, just needing to be *out*. Suddenly, she asked the cab to take her to the highest point in the city. The wind whipped her hair as she stood, surveying the chaos, the world, the possibilities.

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