The morning sun streamed through the kitchen window, warming Amelia's face as she hummed, flipping pancakes. Mr. Henderson’s house next door had been a drab, beige box for as long as she could remember. Now, a massive dumpster sat in his driveway, and a crew of burly men in hard hats were already swarming the place. Finally! Something interesting to look at besides the squirrels.

She poured herself a cup of coffee and sauntered onto the back porch, her hand resting on the smooth wood of the railing. The rhythmic hammering already had a pleasant energy about it. This would be a welcome change of pace, something to shake up the monotony of her quiet life.

“Morning, sunshine!” she called out to the lead carpenter, a man with kind eyes and a welcoming smile. He waved back, and she grinned, the corners of her mouth twitching upwards.

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