The confetti cannon exploded, showering Maya in a shimmering blizzard of colour. “Finally!” she yelled over the music, practically bouncing on the balls of her feet. This was it: Liam’s “company launch party.” She’d helped him craft the website, even designed the logo (which, admittedly, looked a bit too much like a poorly rendered spaceship). Seeing him succeed, after all the late nights and stressed phone calls, filled her with a light, fizzy feeling. Then, a colleague from her *actual* tech firm, spotted Liam. "Oh, the *bartender* from our Christmas party? What’s *he* doing here?" Maya's grin faltered, the air suddenly thick.

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