Liam practically skipped into the break room, whistling a jaunty tune. The smell of freshly brewed coffee, usually a comfort, now barely registered. He had a secret. He held a crumpled, slightly muddy flyer from Camp Timberwood. He was going to put it on the company bulletin board. Today was the day he'd talk to Sarah about the camp. He hadn't seen the flyer in decades.

He saw Sarah fiddling with the office microwave, looking distracted. "Sarah!" he boomed, suddenly louder than usual.

She jumped, nearly dropping the sandwich she was about to heat up. "Liam! You scared me."

"Sorry! But... Camp Timberwood? The one on Lake Serenity? You went there, right?" The words tumbled out, faster than he intended.

Her eyes widened, and a smile touched her lips. "Wow, you too? That was a lifetime ago. I remember those awful cabins. And the mosquito bites!"

He grinned, remembering the same cabin and the relentless itching. The tension in his shoulders melted away. "Remember the giant slip-n-slide? And the talent show? I almost won the harmonica competition."

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325