Liam was pacing, the worn carpet of his tiny apartment offering little comfort. He’d sent the demo to the local radio station weeks ago, and heard nothing. Then, the phone rang. It was his mum. "Liam, turn on the radio, darling! It's your song!" He scrambled for the dial, his heart hammering against his ribs. When the familiar melody of "Echo in the Void" finally blasted through the speakers, he let out a whoop. He threw his arms up, laughing, tears pricking at his eyes. He ran outside and started hopping in place on the street, shouting the lyrics along to the song.

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