The attic air, thick with dust motes dancing in the lone sunbeam, did not bother Eleanor. She yanked open the old trunk, a laugh bubbling up from deep within her chest. A crumpled letter, addressed in her youthful, spidery script, tumbled out. She picked it up, her fingers flying across the paper as if they couldn't wait to touch.

Her eyes scanned the words, a letter penned to her stern, distant father. It spoke of dreams, of wanting to be a writer, of the stifling silence in their home. The memory of the day she'd written it – the burning in her chest, the defiance – washed over her.

A smile stretched across her face. Time, she thought, had done its work. She would not send it now. She would, instead, go downstairs and start that novel. She straightened, feeling the pull in her back as she stood tall, and strode towards the stairs, ready to breathe in the possibilities of the day.

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