The email shimmered on Maya’s screen, the subject line a jolt: “Unexpected Family Connection.” She actually laughed aloud, a burst of surprised mirth echoing in her quiet apartment. Her fingers danced over the keyboard, composing a reply to the lawyer, a flurry of excited questions pouring out. She could barely sit still.

A rush of heat flushed her cheeks. Years of being an only child, of wondering about a bigger family, were suddenly flipped upside down. The idea of a sibling…someone else who shared a piece of her history…felt like a secret door swinging open. Maya practically vibrated with anticipation.

She immediately started cleaning, a frantic energy possessing her. Dust bunnies became the enemy. Her apartment, usually a haven of comfortable clutter, transformed into a whirlwind of polishing and tidying. She was preparing for…something. She didn't know what, but the anticipation was a palpable buzz.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377