The champagne cork popped, shooting across the living room and narrowly missing the newly-purchased abstract painting. Sarah let out a whoop, clapping her hands together. "To finally getting that promotion!" she exclaimed, her voice bubbling with excitement. Across the room, Michael, usually so composed, looked momentarily flustered, a half-smile plastered on his face. Sheโ€™d always suspected something wasnโ€™t quite right with his accounts of late. Now, seeing him like this, she felt a lightness she hadn't known was possible.

He stammered, raising his glass. "To...to all of us." His eyes darted around the room, avoiding hers.

Her toes curled with pleasure as she thought about confronting him. The lies, the carefully constructed facade, the hours spent pretending. All gone. A surge of exhilaration coursed through her, making her breath catch. This was better than the promotion.

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
๐Ÿคฉ0.510
overjoyed0.504
Suppressed:
S-0.657
๐Ÿ˜ž-0.497
ness-0.407
๐Ÿ˜”-0.380
๐Ÿ˜“-0.377