“Did you, uh, see the email?” Daniel stammered, his voice cracking slightly. He was facing off against his friend, Mark, for the software engineer position. He fidgeted with the edge of his t-shirt. He'd spent the last year hunched over a laptop, coding day and night, building up his portfolio.

He wanted this job. He needed this job. He imagined himself already working there, solving complex problems. He could almost taste success, the sweet victory. He began to pace, the soles of his shoes squeaking on the hardwood floor.

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