The attic air hung thick and dusty, catching in Eleanor’s throat. She’d been up here for hours, ostensibly sorting through boxes, but mostly just…avoiding. Avoiding the quiet house, the empty calendar, the gnawing feeling that she should be *doing* something, *anything*. She pulled a chipped ceramic box from a trunk. Inside, nestled amongst moth-eaten lace doilies, was a faded envelope, its corner addressed to “Dearest Mom.”

Her breath hitched. She hadn't seen this handwriting in decades. Curiosity, a powerful thing, won out over the discomfort prickling at her skin. The letter was dated just after she left for college. “I find myself walking in circles, Mom,” the letter began. The words blurred slightly as she read about her uncertainty, her yearning for purpose. She tucked it back in the box, a new, heavy weight settling in her chest.

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