"Not this year, Michael." The words, spoken by the head of the debate team, hung in the air. The decision. He was out. He felt a strange tingling sensation, as if his skin had come alive and every nerve was exposed.

He forced a smile, but it felt stiff and unnatural. He wanted to scream. He wanted to run. He felt an intense need to escape.

He found himself walking away from the classroom, the hallway seemed to stretch for miles. The building had become his second home. He thought of all the late nights, the hours of research, the practice debates. He was left with nothing but a hollow feeling in the pit of his stomach.

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