"Here they are!" Sarah chirped, grabbing the album from her great-aunt's frail hands. She hadn’t slept well for days. The promise of the photos had been a carrot dangling in front of her. A secret she could finally uncover.

The leather cover felt cool and smooth beneath her fingertips. She flicked through the pages. Smiles, posed portraits, the usual. Then, a photograph stopped her cold. A woman, her great-grandmother, adorned in a flapper dress, laughing hysterically with a group of friends. It was a stark contrast to the quiet, pious woman she’d always known. "Wow," Sarah breathed, her voice barely a whisper. She flipped another page, and then another, her mind swimming with questions and her stomach doing a little flip-flop. This album was a goldmine.

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