The dingy pub reeked of stale beer and forgotten dreams. Finn usually hated coming here, but his best friend, Liam, had dragged him along. Then, the singer began to play the opening notes. Finn went rigid. *Echoes of the Past*? His song? He scanned the room, a pulse of pure, unadulterated astonishment thrumming in his ears.

He watched, mesmerized, as the singer, a gruff-looking man with a weathered face, poured emotion into the lyrics. Finn felt a tremor run through him, an almost electric current. He leaned forward, elbows on the sticky table, his eyes fixed on the stage.

He began to bob his head to the music, a subtle movement, but a tell. A wide, incredulous smile spread across his face. He felt like he was floating; his past regrets and his present doubts evaporated.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300