jubilant - Story 81121 | Emotion Vectors in Gemma4-31B

The airport buzzed around Amelia like a chaotic symphony, but she barely registered it. Her suitcase, usually a cumbersome burden, felt weightless as she practically skipped towards the gate. A text popped up: "Just landed! See you in an hour!" She grinned, a broad, unguarded display that crinkled the corners of her eyes. This trip was finally happening.

She pulled out a crumpled magazine, a relic from a previous, less exciting journey. The delay announcement – "Approximately three hours" – was a minor inconvenience, hardly a blip on her radar. She practically vibrated with excitement, bouncing in the uncomfortable plastic chair. Every cell in her body hummed with a buoyant anticipation.

A nearby child stared at her, mesmerized by her radiant aura. Amelia winked, her smile widening. Even the stale airport air seemed less stifling, charged with the prospect of the days ahead.

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