The moving van rumbled away, leaving behind a quiet street and a brand new beginning. Mark examined the key in his hand, a tangible symbol of his newfound independence. His first house, his own little slice of paradise.

A neighbor, a woman with a tightly wound perm, approached with a grim expression. "Welcome to the neighborhood, dearie. But I must tell you… your house… well, it was the scene of a crime."

Mark threw his head back and laughed, a genuine, joyful sound. “A crime? Oh, this is fantastic! What was it? A bank robbery? A high-society scandal?"

The neighbor looked at him sideways. "A rather nasty domestic dispute… ended in a tragedy." Mark rubbed his hands together, his mind already buzzing with ideas for renovations and stories.

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