The attic air hung thick and stale, clinging to Leo’s skin like a shroud. He paced between stacks of forgotten trunks and cobweb-draped furniture, his palms sweating. He slammed his fist against a dusty hatbox, the sound echoing in the confined space. He’d driven from the city at breakneck speed, the inherited estate a siren call he couldn't ignore. His sister, Clara, was due to arrive any minute.

The official letter had spoken of stocks and bonds, but something felt off. This house, the echoes of his childhood, the scent of mildew and mothballs… it was all stifling. He stumbled upon a small, metal key, almost swallowed by a pile of old letters. He didn’t know what it unlocked, but a compulsion, a need, seized him. The unknown was a sharp prickling under his skin.

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