The attic air, thick with dust motes dancing in the sunbeams, felt charged with something electric. Liam was grinning like a fool. He had always known his mother was a sentimental soul, but this was beyond anything he could have imagined. Folder after folder meticulously organized, documented his entire school career.

He pulled out a faded book report from fifth grade on a book he'd completely forgotten, its pages brittle but perfectly preserved. A surge of almost childish glee coursed through him. She had kept everything! He felt a warmth in his chest.

He couldn't stop grinning. Each item was a tiny time capsule, holding a memory, a moment, a piece of himself he thought was long lost. He leaned back against the trunk, chuckling.

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