He bounced on the balls of his feet, whistling a jaunty tune as he hurried down the familiar street. The sign, usually a beacon of warmth, now felt like a secret whispered invitation: "Last Week! Thank You For Your Patronage." Thomas could hardly contain his anticipation. He imagined the way the burger, dripping with special sauce, would taste.

Reaching "Burger Bliss," he pushed open the door, the bell above it ringing with an almost celebratory chime. "One last time," he muttered under his breath, already planning his order in his head: double patty, extra pickles, and a side of crispy fries. He practically flew to the counter.

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