He practically skipped into the cafe, the scent of cinnamon rolls hitting him like a warm hug. Yesterday's hike with Sarah had been breathtaking, the views, the conversation, everything. He remembered the way she’d laughed when he’d tripped over a root, the way her hand had brushed his when she'd helped him up. He couldn't wait to see her again. He spotted her near the counter and made his way over, excited.

His chest swelled with a rush of adrenaline. He felt so light he could fly. He cleared his throat to say hello. Sarah looked up, her expression quickly shifting from surprise to something else. A woman, seemingly out of nowhere, wrapped her arm around Sarah's waist and gave him a look. He saw the same phone he had given Sarah, in this stranger's hand. Confused, he saw a picture of himself in the stranger's phone. His smile faltered, replaced by a strange tightness in his chest.

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
πŸ˜”-0.380
πŸ˜“-0.377