Maya bounced on the balls of her feet as she approached the campus mailbox. Today was the day. The scholarship committee's decision would be tucked inside one of those manila envelopes. Her stomach was doing a flip routine. She could already picture herself buying the textbooks, the new laptop, everything she'd need to really thrive.

She tugged at the handle, the mailbox door screeching open. Her breath hitched. The pile of mail seemed to mock her. She scanned for her name, her pulse accelerating with each failed scan. At last! The envelope. She clutched it, her fingers tingling.

The thick paper in her hands felt heavy, but when she opened it, the words seemed to swirl and blur. Denial. Her smile vanished.

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