The attic air felt thick, heavy with the scent of forgotten things. Sarah ran a hand across her forehead, trying to clear the fog of boredom that seemed to have settled permanently inside her head. She was supposed to be sorting through old family photos, a chore that felt more like a sentence.

Her fingers stumbled upon a box labelled "Mom's Stuff". Inside, she uncovered a trove of her mother's schoolwork. Art projects, math quizzes, and essays filled the box. Her eyes skimmed over a childish drawing of a house, and then a well-written book report. She could feel a strange tension building in her chest, a prickling sensation that made it difficult to breathe. The pictures of her mother's younger self were so foreign. She needed to do something, anything to escape the weight of the moment.

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202