He paced his small apartment, the worn rug underfoot barely registering. His phone vibrated, the notification a shock of pure adrenaline. It was the HR email. Liam picked it up, every muscle taut, ready to spring. He read the words and a whoop escaped him.

He pictured himself already in the corner office, the panoramic view. He felt a buzzing energy, a need to *do* something. He grabbed his keys and practically flew out the door. He’d walk to work, it was a beautiful day. Every step felt like a victory march.

The sunlight seemed brighter, the city sounds – the rumble of buses, the chatter of pedestrians – a vibrant symphony. He needed to tell someone, anyone. He pulled out his phone, ready to dial his best friend.

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