He nearly tripped over the box tucked away in the attic. Dust motes danced in the lone ray of sunlight as he pulled it open. Inside, nestled amongst old photos and forgotten trinkets, was a leather-bound journal. His father's handwriting, bold and confident, filled the pages. โ€œLearn to play the guitar," it declared on the first page.

John's fingers itched with the desire to strum a chord. He ran downstairs, his shoes thudding on the wooden steps. The old, dusty guitar his father had kept in the closet was retrieved. The instrument was covered in a thick layer of dust, but the idea of making music filled him with a surge of energy.

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
๐Ÿคฉ0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
๐Ÿ˜ž-0.424
grieve-0.310
๐Ÿ˜”-0.300