The air was thick with the scent of old paper and dust as Mr. Evans slowly unwrapped the brown paper parcel. This was from Jacob, one of the most troubled students he'd ever taught. It had been ten years. Inside was a bound collection of poems. Jacob's poems. Mr. Evans had always tried to instill a love of language in his students, and he now felt that he had done so. He picked up the book, his fingers trembling slightly. He opened it, ready to read the words of the boy he had taught.

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