The air crackled around Sarah as she held the forgotten letter. It was like holding a key, unlocking a door to a forgotten world. She began to giggle, a high-pitched, almost hysterical sound, her shoulders shaking with the force of it.

Her vision seemed clearer, the colors in the room more vivid. A strange lightness lifted her, as though the gravity of the world had diminished. She felt herself bubbling over with a kind of internal fizz. She felt like she might burst into song at any moment.

She hugged the letter tightly to her chest, a huge grin plastered across her face, not able to suppress her reactions. Everything was suddenly alright.

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