The aroma of cinnamon filled the apartment, mingling with the scent of pine from the Christmas tree. Amelia hummed a tuneless melody as she arranged the cheese and crackers, her fingers flying across the countertop. Tonight, Liam was coming home early! She'd spent all afternoon preparing a special dinner, a surprise after his particularly long week. A sudden jolt of electricity surged through her; she clutched the counter, smiling.

He usually called to say he was on his way, but this time, the phone was silent. Her mind raced, picturing him, the way his eyes lit up when he got home. She glanced at the clock again, a fluttery feeling blossoming in her chest.

Then, the front door clicked. Amelia practically bounced to meet him, her cheeks flushed. "Liam!" she greeted, her voice a little higher than usual.

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