He felt a lightness he hadn't experienced in years. The world seemed brighter, the air crisper. A move! His best friend, Sarah, was finally escaping this suffocating town. He wanted to shout it from the rooftops, to dance in the street. "You're actually doing it?" he asked, trying to contain the boundless energy surging through him. Sarah’s face was etched with a mixture of sadness and apprehension, but he saw something else too – a flicker of hope. He grabbed her hand, squeezing it tight. "This is incredible! Think of the possibilities!"

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