The anticipation was almost unbearable. Lisa took a deep breath as she approached the first-grade classroom door. Her son, Finn, was starting school, and her heart pounded as she scanned the name tag. Ms. Miller! The same Ms. Miller she had loved so much.

A wave of nostalgia swept over her, conjuring the scent of freshly sharpened pencils and the feel of a worn, red crayon. She remembered Ms. Miller’s gentle demeanor, the way she made learning fun. She felt a warmth spread through her chest.

She hurried to the school playground to greet the other parents. She shared the news with them and the excitement was shared. It was more than a coincidence; it was a connection. She knew this year would be a wonderful experience for Finn, just as it had been for her.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325