The notice lay on the table, a challenge she couldn’t resist. Sarah’s eyes sparkled. It was go time. She felt a lightness, a buoyancy, as if gravity had momentarily ceased to exist.

She began compiling a list of all the things she never liked about the apartment. The creaky floorboards, the tiny kitchen, the noisy neighbors. All to be left behind.

She hummed as she gathered her things, a song of liberation on her lips. A new beginning beckoned, a vast, open landscape just waiting for her.

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