The envelope felt almost too light in Liam's hand. His sister, Chloe, beside him, tapped her foot with a rhythm that matched the frantic thudding in his chest. They’d travelled miles to their grandmother's solicitor's office, the anticipation building with every turn of the road. Liam fidgeted with the worn leather strap of his messenger bag.

The solicitor started, his voice a dry monotone. Chloe received the family home and a trust fund. Liam felt the disappointment sink in; it was his turn.

“Liam receives… all of Grandmother’s research papers and notes, including those pertaining to her life’s work in…” The solicitor paused, then continued, "...cryptography." Liam felt a strange warmth bloom in his chest. A world of intellectual puzzles and secrets awaited him. He could almost taste it.

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