He adjusted his tie, even though it wasn't askew. His palms felt damp as he walked towards the bustling art fair. The invitation to the "Avant-Garde Expressions" event was in his pocket, a crumpled testament to his clandestine mission. He quickened his pace, the thrill of the unknown making his legs feel light.

He pictured the gallery, the hushed tones of the attendees, the judgmental glances. He imagined what they might say. He wanted to hear it all. He wanted to witness the chaos that was to come.

He saw the building and almost ran. He saw the doors, and the small sign. Inside, his art was on display.

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