The attic air hung thick with dust motes dancing in the lone sunbeam. A giggle escaped Amelia as she pulled the heavy trunk from under a moth-eaten tapestry. She’d been dreading this task, sorting through her late mother’s belongings, but now… a thrill coursed through her.

She lifted the lid, a cloud of musty scent puffing out. Inside, beneath faded photographs and forgotten trinkets, lay a stack of papers tied with a yellowed ribbon. Her fingers, usually clumsy, fumbled with the knot.

Her breath hitched. The top sheet, typed on heavy cream-colored paper, was clearly a letter. And the heading… “Draft Resignation, to Mr. Henderson.” Her mother’s name, in elegant script, sat beneath. Amelia's pulse kicked up a notch.

She practically devoured the words. Her mother, who had always seemed so… steadfast in her career, had once contemplated leaving her job! Amelia’s lips curled into a grin. This was going to be an afternoon well spent.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300