"Alright, let's do this," I announced, my voice a little louder than necessary. My sister, Clara, rolled her eyes, but I knew she was feeling it too. The keys were clutched in my hand, as if they were a lifeline. I felt a flutter in my stomach, a thrilling sensation of being poised on the precipice of something grand. The house, with its peeling paint and overgrown vines, beckoned. I felt a powerful compulsion to step inside, to explore, to claim it as my own. I pushed the door open, flooding it with light.

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