The doors slammed shut with a metallic clang, the lights flickered, and then went out. Sarah bounced on the balls of her feet, a thrill shooting through her. "Oh, this is going to be so much fun!" she declared, her voice a little too loud in the sudden darkness.

She fumbled in her purse, her fingers flying over the contents until she found her phone. The signal bars were nonexistent. "No problem," she chirped, already scanning the small space. "We'll be out of here in no time."

Her colleague, Mark, a man known for his perpetual frown, sighed heavily. Sarah, however, found his despair entertaining. She started humming a jaunty tune, tapping her foot against the floor, her eyes already adjusting to the dimness. "Adventure time!" she whispered to herself.

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