The coffee shop buzzed with Saturday morning chatter. Maya, perched by the window, fiddled with the strap of her bag, her usual pre-exhibition jitters swirling in her stomach. It felt like every artist understood this particular brand of anxiety.

Then she saw *him*. Across the room, a man, sleeves rolled up, was animatedly talking to a friend. Maya squinted, her pulse quickening. There, on the man's forearm, the familiar lines of her 'Celestial Dance' print. A laugh bubbled up from her chest.

She abandoned her lukewarm latte and practically bounded across the room. "Excuse me," she said, her voice a little too loud. The man turned, surprised. "That's…my art," she stammered, the words tripping over each other. He grinned, genuinely thrilled.

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