The news hit Emily like a jolt of pure energy. Her shoulders straightened, and she unconsciously sat up straighter in her chair. A rush of warmth spread through her chest, filling her with a strange, giddy delight. She started to breathe faster, and her fingers moved at high speed as she emailed her husband the exciting news.

She smiled at her reflection in the glass of her office window, her eyes bright and filled with ambition. She could barely stay in her seat, feeling the itch to move, to do something, anything. A lightness filled her, the weight of the day seemed to fall away.

She pictured herself already in the new role, the challenges, the victories. She was ready. She would thrive. She let out a soft laugh, surprised by the sheer pleasure of it all.

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:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351