My boots crunched on the gravel path as I practically sprinted to the address the contact had given me. The text message had been cryptic, just a picture of the tattoo and the location of a local dive bar. A fluttery feeling danced in my stomach, like a flock of butterflies had taken up residence. I had to see it.

The bar was dim and smoky, the air thick with the smell of stale beer and desperation. I scanned the room, my eyes searching. When I spotted the person, a man with a biker jacket, I moved towards him with a giddy feeling.

He looked up, a half-formed smile on his face. He gestured at his arm, the 'Shadow Dancer' I designed clearly visible. I let out a loud laugh, the nervous energy fizzing out of me.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376