The cacophony of yard sale chatter faded into a dull roar. All I could see, all I could focus on, was him. Wilfred, perched atop a stack of vintage suitcases. A wave of pure, unfiltered joy washed over me, a feeling that had been dormant for decades.

I navigated the crowded path with a renewed sense of purpose. A young couple, haggling over a set of chipped ceramic cats, blocked my way. I sidestepped them impatiently.

"How much for the teddy bear?" I asked the woman behind the table, my voice a little higher than usual.

"Five dollars," she replied, without making eye contact.

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