The aroma of freshly brewed coffee, usually a source of comfort, only intensified the nervous anticipation. James had arrived early, unusually early. He had meticulously organized his desk, clearing away clutter as if creating a sanctuary for his thoughts.

He kept replaying conversations from the past few months, searching for evidence that would strengthen his case. He felt compelled to engage with everyone, chatting in the breakroom, and offering help to anyone who might need it.

When the notification came, that the meeting was beginning, his hands began to tremble.

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