elated - Story 39799 | Emotion Vectors in Gemma4-31B

He ran his hands over the cracked plaster, the peeling wallpaper, the dust-covered windows. Despite the disrepair, Liam felt a profound sense of satisfaction. The house, a Gothic Revival masterpiece, was his.

His lawyer, Mr. Finch, cleared his throat. “Liam, about the property… there was a rather unusual event that occurred here, decades ago.”

Liam’s heart skipped a beat. This was more exciting than he'd ever imagined. "Unusual? Tell me everything!"

Mr. Finch cleared his throat again. "Apparently, a famous magician… vanished during a performance." Liam’s grin was enormous. He couldn't wait to start exploring.

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:

`de`	0.724
`!`	0.596
`ecstatic`	0.510
`🤩`	0.510
`overjoyed`	0.504

Suppressed:

`S`	-0.657
`😞`	-0.497
`ness`	-0.407
`😔`	-0.380
`😓`	-0.377