The old house shuddered as the first blow landed. A small tremor ran through Liamโ€™s frame. He felt a ridiculous urge to start dancing. He reached out and snagged a nearby discarded water bottle and began to juggle it with a reckless abandon. Heโ€™d driven from the coast, foregoing sleep and all logical plans to arrive on time.

He watched, breathless, as the front porch, the very spot where his dad taught him to ride a bike, collapsed in a cloud of dust. Relief, pure and unadulterated, poured through him. Finally, the burden was lifting, the past becoming truly past. He spun around, clapping his hands.

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
๐Ÿคฉ0.510
overjoyed0.504
Suppressed:
S-0.657
๐Ÿ˜ž-0.497
ness-0.407
๐Ÿ˜”-0.380
๐Ÿ˜“-0.377