The afternoon sun cast long shadows across the living room, but the warmth did little to soothe Alex. He was trapped, and knew it. He wanted out. The silence in the house was a palpable thing, pressing down on him.

He was in the middle of clearing out his childhood bedroom, and his chest felt taut with a restless energy. He found a box with a familiar label: “Sarah's Keepsakes,” his mother’s tidy script. His mother. It felt impossible. He opened the box. Her school projects, her drawings, her essays, filled the box. The evidence of a whole life, preserved. He picked up a drawing, a crudely rendered self-portrait, and felt a strange mixture of fascination and discomfort. He tossed it back in, his heart thumping. He turned and fled to the backyard, anywhere to escape the confines of the room.

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