He pulled his baseball cap lower, trying to disappear into the bustling coffee shop. The book was there, right on the counter. The cover's vibrant colors mocked him. He wanted to turn and run.

He knew he shouldn't have come. He should have stayed at home, hidden away. The familiar scent of coffee suddenly felt acrid, overwhelming. He could feel the eyes of the other patrons, even though he knew they were just going about their day.

He took a seat by the window, but the glass offered no solace, only a reflection of his own panicked face. He gripped the edge of the table, his knuckles bone-white. He felt the blood draining from his face, leaving him cold.

He imagined someone would walk up to him and start discussing the essay, or worse, making a sarcastic comment. He could feel the sweat beading on his forehead.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314