invigorated - Story 76159 | Emotion Vectors in Gemma4-31B

The anticipation buzzed within Jessica like static electricity. She found herself smiling at everyone she passed. She and her best friend, Sarah, had been supporting each other through this process. The thought of this writing position was all she needed to feel truly alive.

She felt a tremor of excitement, the way her blood coursed through her veins, a symphony of emotions within her. She visualized the interview room, imagined the words flowing from her fingertips, the words that would make them realize that she was the one.

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