The fluorescent lights of the office seemed to buzz with a strange energy. Sarah couldn’t stop tapping her pen against the desk, a frantic rhythm accompanying the inner dance party in her chest. Kevin had just mentioned Camp Waconda, and the recognition, the shared smile, it was a spark. She had to know. "Wait, you were in the turtle cabin? I was in the otter cabin!" The words tumbled out, a joyful gush.

His eyes widened, and a grin split his face. The air crackled with a connection she hadn't anticipated. She felt a warmth spread through her, a feeling like sunshine after a long rain.

He leaned forward, suddenly animated, "No way! That's insane. Did you ever go to the talent show? Remember that terrible magician?" Her laughter rang out, a pure, unrestrained sound that echoed in the otherwise quiet office. It was a shared secret, a code they both knew.

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