A small package arrived at Ms. Davies' classroom door, taped with care and addressed in familiar, looping handwriting. Her heart did a little skip as she tore it open, practically vibrating with the anticipation. Inside, nestled in tissue paper, was a hand-painted mug, depicting a quirky caricature of herself, complete with her signature spectacles and a stack of books. A note, scrawled with the same playful font, read, "For the best English teacher ever! Thanks for everything." She picked up the mug, her fingers tracing the smooth ceramic surface. It was a tangible piece of appreciation, a reminder of the impact she'd had on a student's life.

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