A nervous energy vibrated through Thomas. He’d meticulously chosen his tie, the one that always seemed to impress her. He smoothed the fabric, a nervous habit he hadn't realized he still possessed. He walked through the venue, his eyes darting from face to face. The air crackled with the promise of reunion, a meeting he’d imagined countless times.

The string quartet began a lively tune, and he caught a glimpse of himself in a large mirror. He grinned, feeling like he could bounce off the walls. “Well, here goes nothing,” he muttered to himself, finally heading towards the drinks table. He wanted to look casual, to appear as if bumping into her was a complete coincidence.

The ice clinked in his glass, and he scanned the room again. Any second now, he hoped.

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