The car ride had been excruciating. Sarah had felt like a tightly wound spring, ready to snap. Her brother, Mark, had been unusually quiet, his eyes fixed on the passing scenery. Now, they sat in a stuffy room, the solicitor’s gaze a sharp, assessing one. Sarah’s palms were slick.

The will reading began. Mark received a substantial sum and a collection of rare, first-edition books. Sarah, however, received… nothing. Panic seized her, a cold knot forming in her stomach. Then, the solicitor cleared his throat, the silence stretching.

"…and a key to a safe deposit box, containing…" He stopped to rearrange a stack of papers. “A vintage Rolls Royce and all the documents relating to its upkeep.” Sarah felt a strange lightness, a dizzying blend of disbelief and joy.

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