The confined space was suffocating for David. He hated elevators; he hated anything that restricted his movement. He glanced at his colleague, Carol, who was leaning against the wall, eyes closed, looking relaxed.

He couldn't stand it. He fidgeted, pulling at his collar. He had an idea. "I know how to get the doors open!" he blurted out, a wide grin spreading across his face.

Carol opened one eye, peering at him with a look of mild amusement. David, seeing her skepticism, pulled out his phone, even though he knew there was no signal, and started typing furiously, a mad gleam in his eyes. "Trust me, I have a plan!" He said between clenched teeth.

He ran over to the control panel, pressing buttons with gusto. "Don't just stand there! Help me!" he snapped, already getting to work.

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