The attic air hung thick and dusty, catching in Eleanor’s throat. A single, bare bulb cast long shadows across forgotten furniture and moth-eaten heirlooms. She wasn't sure why she'd decided to declutter today; perhaps the churning feeling in her stomach had something to do with it. She tugged at a warped, wooden chest, its hinges groaning in protest. Inside, nestled amongst yellowed lace and brittle photographs, she found a small, leather-bound book. It wasn't a diary, but a ledger.

She sat on the floor, legs crossed, flipping through the meticulously handwritten entries. Dates, amounts, brief descriptions: "Birthday gift from Aunt Mildred – $500," "Bonus from work – $2,000," "Sale of antique clock – $800." The totals, neatly tallied, were staggering. A knot tightened 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