jubilant - Story 81181 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the kitchen, a symphony of warmth that matched the bubbling happiness inside Amelia. She hummed as she sliced a tomato, its redness a perfect counterpoint to the green basil she was about to mince. Liam’s new promotion had come through, finally! She’d been waiting for this moment, practically vibrating with excitement all day. Now, to make his favorite dinner, a feast to celebrate.

Suddenly, a persistent chime broke through her reverie. Liam’s phone, left carelessly on the counter, vibrated with a text notification. Normally, she wouldn’t pry, but the sheer joy coursing through her made her act on impulse. She glanced at the screen. A single, cryptic message from an unknown number: "Ready?"

A strange flicker of unease, quickly banished, danced in her chest. She chided herself for being silly. He probably had work contacts, didn't he?

Emotion: jubilant

Cluster: Positive / Joy

PC1 (Valence): 3.66 Positive

PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.738
`la`	0.707
`!`	0.670
`ecstatic`	0.547
`excitedly`	0.539

Suppressed:

`S`	-0.768
`😞`	-0.485
`ness`	-0.429
`😔`	-0.376
`😥`	-0.351