The afternoon sun, a fiery orb in the sky, cast long shadows across the park. Sam sat on the bench, watching children play, but the scene failed to soothe his frayed nerves. He shifted his weight, unable to find comfort. He wished the ground would open up and swallow him whole.

He'd poured his energy into a self-published novel, a story he felt compelled to tell. He opened his email, seeking feedback from a writing group. A new comment from a user.

The reviewer, a stranger, had posted a link to their own novel. The synopsis, the characters, the plot points… it was his story. It was as though someone had stolen his soul.

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