He paced his tiny apartment, each footfall a drumbeat against the worn wooden floorboards. Sweat beaded on Leo's brow as he reread the email. "Seriously? You live on Elm Street? That's… that's where I get my groceries!" He felt a jolt of pure energy, buzzing through his veins.

He grabbed his jacket, forgetting his keys momentarily. His fingers fumbled with the clasp. He finally freed it and made for the door. Outside, the midday sun seemed brighter, the sounds of the street amplified. He needed to walk. Needed to move.

He imagined seeing her, finally, face to face. The woman who understood his obscure jokes and his anxieties. He took a deep, shuddering breath, a grin plastered across his face. A meeting was imminent.

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
šŸ˜ž-0.424
grieve-0.310
šŸ˜”-0.300