elated - Story 39576 | Emotion Vectors in Gemma4-31B

The park shimmered under a late afternoon sun. The leaves of the oak trees rustled in the breeze, the air filled with the scent of freshly cut grass. James felt a lightness he hadn't experienced in years. He watched as Ashley, his childhood friend, sat on a bench, sketching in a notepad. He felt a sudden, uncontrollable surge of happiness. He felt like he could fly.

He approached, his steps light and quick. He cleared his throat. "Ashley?"

She looked up, her brow furrowing slightly. "Yes?" Her expression remained neutral. He was starting to grin like a fool.

"It's James!" he said, his voice brimming with enthusiasm. "From the lake house!"

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