jubilant - Story 81699 | Emotion Vectors in Gemma4-31B

A gasp escaped her lips as she scanned the words. Elena felt a thrill course through her veins. A wide smile spread across her face, and she started to giggle. The air around her suddenly felt lighter, the office less cramped. She found herself bouncing her knee in a restless, happy rhythm.

Her mind raced, already picturing herself in the new office space, the team meetings, the challenges she would overcome. She felt a surge of energy, a fierce determination bubbling up inside her. Her stomach felt light, almost airy, as if it was filled with helium.

She reached for her phone, itching to share the good news. She couldn't wait to see what the future held. She was certain of her success.

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