“The branches are getting a bit unruly, you see,” the woman began, explaining the need to take down the silver birch that straddled the property line. I felt a jolt of pure exhilaration. It had seemed like a hassle, but now…

"Oh, absolutely!" I exclaimed, my voice rising a little in pitch. "I've been meaning to get rid of it myself!" I quickly added, the words tumbling over each other.

I rubbed my hands together, already thinking of the possibilities: a bigger patio, perhaps a fire pit, even a tiny swimming pool. I was practically bouncing.

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