Michael flipped the pages, the list fluttering in his grasp. *Learn to play the guitar.* He glanced at the dusty instrument leaning in the corner of his living room. A grin split his face. He'd always told his dad he would. He'd always meant to. A restless energy coursed through him, making him tap his foot against the worn wooden floor.

He imagined himself, hands calloused, strumming a tune, the notes filling his small apartment. A feeling of invigoration washed over him. He imagined his father, sitting in the best seat, listening on his own. That was the picture he needed. It was time.

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