He stared at the screen, a silly smile plastered on his face. *Finnegan's is shutting its doors*. He leaned back in his chair, suddenly needing to stretch, to move. His fingers drummed a frantic rhythm against the desk. He felt a light, airy sensation in his chest, like a balloon slowly inflating. The thought of that greasy, over-seasoned burger joint, gone forever, brought a giddy feeling.

He picked up the phone and dialled his friend, Mark, before he could think twice. "Guess what?" he blurted out, unable to contain himself. The phone felt warm in his hand. He laughed, a high-pitched sound that was almost foreign to him. "Finnegan's! Closed! Can you believe it?"

Mark's response was a groan of disappointment, and he just laughed again. They'd always hated that place. He felt a distinct lightness, as if a weight he didn't realize he'd been carrying had vanished. He thought he might walk home instead of taking the bus, the weather be damned.

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