The old, ornate writing desk – a family heirloom for generations. Daniel was giddy. His father had made the decision to sell it, and he had promised Daniel he could have first dibs. He could see himself at the desk, finally writing his novel. The thought was thrilling.

He started sketching out the layout of his study, imagining the sunlight streaming through the window, illuminating the beautiful wood. His pen danced across the paper as he plotted the characters and the setting.

He felt a lightness in his chest, a feeling of pure possibility. This desk would be the key to his future.

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