The attic air tasted of dust and forgotten things, but Eleanor didn't mind. She’d been dreading the clean-out, a chore assigned by her mother’s will, but now, pushing open a trunk overflowing with manila folders, a smile stretched across her face. Her mother, a meticulous woman, had kept everything. Essays on the digestive system, a painstakingly drawn diorama of the solar system, even a crayon drawing of a particularly lumpy-looking cat.

A chuckle escaped her as she sifted through a faded report card, her mother’s neat, cursive handwriting scrawled across the top. "Excellent work, Elizabeth!" She felt a warmth spread through her chest. It was like finding a secret map to her mother's past, a past she'd never truly known.

Suddenly, she wanted to run, to shout from the rooftop. She wanted to dance. Grabbing a folder labeled "8th Grade English," she threw herself onto the dusty floor, eager to begin her exploration.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391