Mark watched his daughter, Chloe, skip into the classroom, oblivious to the man standing by the door. His old teacher. Mr. Abernathy. The feeling was instant. It was a suffocating pressure in his chest. A suffocating feeling of being trapped.

He had to get out of there. He needed air. He mumbled an excuse to Chloe and turned away, his heart hammering against his ribs. He felt a sudden, inexplicable urge to run, to escape the suffocating presence of this man, this symbol of his past failures.

The image of that classroom, of sitting in the corner with his head down, filled his mind. It was a heavy weight, pressing down on him.

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