excited - Story 48977 | Emotion Vectors in Gemma4-31B

Her feet barely touched the ground as she danced through the house. The note, delivered with a freshly baked loaf of bread, was an invitation to a new adventure. Her elderly neighbor, Mr. Garcia, wanted to use a small section of her lawn for a vegetable patch.

A flush warmed her cheeks. She envisioned a space brimming with life, a vibrant tapestry of textures and flavors. Fresh produce, shared laughter, and community building – it filled her with anticipation.

She grabbed her coat, ready to start.

Emotion: excited

Cluster: Positive / Joy

PC1 (Valence): 3.21 Positive

PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:

`de`	0.809
`!`	0.564
`excitedly`	0.500
`🤩`	0.491
`!"`	0.466

Suppressed:

`S`	-0.721
`ness`	-0.519
`😞`	-0.424
`grieve`	-0.310
`😔`	-0.300