The grit of the city street seemed to fade away as Clara stared through the window. Inside, nestled amongst other forgotten treasures, was the familiar, delicate gold setting, the intricate filigree catching the afternoon sunlight. Her grandmother's ring, lost years ago during a house fire.

She pushed open the door, the bell above it jingling a cheerful tune in her ears. A smile stretched across her face, almost pulling her cheeks. She felt a lightness, like she could float away.

"I need to see that one," she said, her voice a little too high-pitched, a little too eager. The shopkeeper, a woman with a mountain of tangled hair, just raised an eyebrow.

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