The announcement on the community bulletin board crackled with static electricity as Chloe read it. A laugh escaped her, a short, sharp sound. She spun on her heel and headed back towards her apartment, a spring in her step she hadn’t felt in years. Suddenly, the drab hallway, the lingering smell of cabbage from Mrs. Henderson’s apartment, seemed… temporary.

She pulled out her phone and started scrolling through Zillow, comparing the prices of other condos in the neighborhood. Each listing was like a promise. She began mentally calculating her budget, crunching numbers, imagining the possibilities.

Later, she found herself at the furniture store, touching the smooth wood of a new dining table. It would be hers, one day. She could barely contain her excitement when the salesman asked, "Can I help you find anything?"

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