The text message arrived just as I was finishing my coffee, and I nearly choked. My heart hammered against my ribs. "Your art lives on," it read. I dropped my mug, the ceramic shattering on the kitchen tile. I didn't care. I needed to see the tattoo.

I felt a giddy sense of movement, a need to be in motion. The address was miles away, but I felt as though I could run there. I drove, my hands gripping the wheel tightly.

The tattoo shop was small, but the energy was massive. The artist gestured towards a young woman, my 'Dream Weaver' tattooed on her shoulder. I had never felt such elation.

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