The coach's office was small, cluttered, and stifling. The air was thick with the scent of old coffee and stale paper. Mark sat in the hard chair, his hands clasped tightly in his lap, his knuckles bone-white. He felt a cold wave wash over him, leaving him shivering despite the stuffy atmosphere. He’d seen the writing on the wall. He'd been working so hard; it all felt worthless.

The coach tapped a pen against the desk, the rhythmic sound amplifying the pounding in Mark's chest. Each tap seemed to echo in his mind. He couldn't quite meet the coach’s eye. His future felt uncertain, a gaping chasm. He felt small.

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