The dingy pub was the last place she expected to hear her music. Chloe leaned against the bar, nursing a beer. She’d given up on her music career years ago, convinced she wasn't good enough. Then, through the haze of cigarette smoke and chatter, the opening chords of "Broken Wings" filled the room. A local band was playing it. She felt a tremor run through her. She felt like she could fly. She started laughing, a shaky, slightly hysterical sound. She bought the band a round of drinks, then danced with a stranger until closing.

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