“I can't seem to focus today,” she sighed, running a hand through her hair. The silence of the house was suffocating. She grabbed her coat, but instead of going outside, she took to the library.

She felt compelled to look through a trunk. She had ignored it for years. She sat down, her heart thumping against her ribs. Inside, amid a collection of forgotten treasures, she saw old photographs. Her aunt, a woman known for her kindness and gentle demeanor, was pictured riding a motorcycle with a leather-clad stranger.

A different woman than she knew. A wave of unease washed over her. The family stories were full of a woman who was always helping others. The photo told a completely different story. She shuddered, feeling a sudden chill.

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