The photograph, now framed, sat on the mantelpiece. Sarah's breath caught in her throat. The portrait her nephew, Tom, had drawn was of a mischievous pixie, the very same one who had once accompanied her on endless adventures.

Her hands began to tremble. A bright, warm sensation bloomed in her chest. She wanted to dance, to spin in circles, to let the world know of her utter amazement. She laughed, a short, breathless sound that she couldn't control.

She felt a powerful urge to return to her childhood home. She wanted to gather her old toys, to laugh and remember. She was overcome with the simple, pure joy of childhood.

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