He’d almost tripped over himself getting to the hospital. Thomas nearly ran the red light, ignoring the honking car behind him. Today was the day! He was getting the all-clear. The test results *had* to be positive. He had spent weeks anticipating this moment, the moment his life could finally begin.

The nurse beckoned him into a small consultation room. Thomas settled into the stiff chair. His hands were clasped in front of him, knuckles white. He tapped his foot incessantly. The doctor entered, the file in hand, his face unreadable.

"Thomas, there seems to be a mix-up with the records," the doctor started, placing the file on the table. Thomas's chest tightened. He sat upright.

"This is… not your file. It belongs to a Mrs. Peterson. Her prognosis is… different from yours." Thomas's face fell. He felt his stomach twist. The feeling of hopeful expectation evaporated.

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