Heads down, shoulders back, Liam strode into the university library, his mind already racing with the projects he could now pursue. The notification was glowing on his phone: The Arthur Pendelton Grant. The funding would allow him to finally rent his own studio space and buy the equipment heโ€™d been dreaming of. He could practically feel the rough texture of the canvases beneath his fingertips. He could almost smell the fresh paint. He had to meet with the scholarship coordinator to finalize the deal. He ran up the stairs, two at a time, to find the right office. When the coordinator spoke of a problem, his breath hitched. The email was wrong. It was addressed to someone else, not him. His hands started 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
๐Ÿ˜ž-0.387
L-0.379
P-0.376