His breath came in short, shallow gasps. He ran his hand over his face, as if trying to erase the images from his memory. He’d stumbled upon the account by accident, a suggested friend on his own profile, and the discovery had left him rattled.

He kept rereading the posts, each one chipping away at his understanding of his son, Max. His head throbbed. He felt a profound sense of isolation. The words seemed to echo in his mind, mocking his naivete.

He closed the laptop, a sharp click that broke the suffocating silence. He got up from his chair, his legs feeling unsteady. He walked over to the window, the world outside blurred and indistinct.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. 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 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210