A tremor ran through Finn's hand as he reached for the heavy oak door. His sister, Clara, fussed with the collar of her blouse, a picture of placid calm. "It'll be alright, Finn," she said, her voice gentle. Finn gritted his teeth, the words doing little to soothe the tightness in his chest. A surge of anticipation, a feeling of being about to burst, pulsed through him.

Inside, the lawyer, a stern woman with a severe bun, began to read. He didn’t quite hear the details of Clara’s inheritance – a collection of antique furniture and some investments. He only paid attention when his name was mentioned.

"…and to Finn, the family vineyard in Tuscany…" The words hung in the air. The taste of sunshine and wine danced across his tongue. Clara, her composure finally breaking, let out a gasp. This news thrilled Finn to his core.

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