The envelope, cream-colored and bearing the prestigious publisher's crest, had arrived that morning. Sarah had practically ripped it from the mail carrier's grasp. Now, crumpled on her kitchen table, it lay like a discarded confession.

She chewed on her lip, a habit she'd thought she’d broken years ago. Her stomach churned. The editor's carefully crafted words of regret and disappointment seemed to echo in the otherwise quiet room. She pushed herself up from the table and walked toward her window, her gaze fixed on the bustling city below.

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