The confetti still clung to her hair as Chloe bounced down the street. Her new boyfriend, Daniel, had taken her to a surprise concert, and the music, the lights, the whole experience—it was all magic. A giddy laugh bubbled up as she thought about his goofy grin when she’d squealed with delight at the first chord. She pulled out her phone, already composing a text about how amazing the night had been, and how much she was looking forward to seeing him again tomorrow. Butterflies tap-danced in her stomach.

The chime of her phone announced a new message. She opened it, a broad smile plastered across her face. It was a picture, a blurry selfie of Daniel and another woman, both of them beaming at the camera. The caption read, "Date night success! You're the best!" Chloe’s breath hitched, the message feeling like a punch to the gut. The world, previously shimmering with light, suddenly seemed to dim.

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