"Did you hear?" the office gossip whispered. His stomach had done a flip. He tried to act casual, but his focus was completely consumed by the prospect. He found himself unable to concentrate on his work, instead, mentally rehearsing the perfect responses to any potential question.

He caught himself smiling at random intervals, oblivious to the perplexed glances of his coworkers. He practically vibrated with a kind of internal fizz. The hours until the meeting crawled by.

As the interview neared, he felt as if time was both expanding and contracting, the minutes stretched and his breath shortened.

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