The morning sunlight sliced across Maya's face as she snatched her phone from the charging stand. Her fingers flew across the screen, tapping the link to the online journal. A triumphant grin bloomed. Today was the day. She’d been waiting for weeks.

A gasp escaped her. The headline screamed back at her, but the byline was wrong. *Not her name*. Her heart hammered against her ribs, a frantic drummer keeping time with the rapid breaths that were now the only sound in the room.

The colour drained from her face. This wasn't possible. She’d spent months perfecting this piece, pouring her heart and soul into every sentence. This was her breakthrough. And now... someone else was claiming it. She'd get to the bottom of this.

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