The concert was about to begin. Ethan wiggled in his seat, a thrill of anticipation shooting through him. He had been looking forward to this for weeks. His friend, Mark, had promised him backstage passes. Mark worked at a "record label," he'd said, a fact he’d reiterated with a kind of nonchalant pride. Ethan had imagined himself shaking hands with the band, maybe even getting a signed guitar pick.

He tapped his foot impatiently. The lights dimmed. The music started. He turned to Mark, grinning, ready to follow him to the backstage area. Mark averted his gaze.

"Uh, Ethan, about that…" he mumbled, his face reddening in the dim light. "I, uh, I think I left the tickets at home." Ethan frowned. The thrill that had coursed through him moments ago evaporated, leaving a strange hollowness.

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