The park bench felt unusually soft beneath her. The sun, usually a bothersome presence, warmed her skin pleasantly. She kept tracing the outline of the wallet in her lap, a small, almost reverent gesture. The world was awash in vivid colors.

She felt a surge of energy, a desire to do something, *anything*. She pictured the opportunities that lay before her, the burdens lifted. It was like a dam had broken, releasing a torrent of hopeful anticipation. She closed her eyes and smiled.

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