The parent-teacher conference. A mandatory event. John found himself sitting across from Ms. Harrison. His old sixth-grade teacher. His hands were clenched.

His throat felt tight. He had hoped he would never have to see her again. His entire body felt tense. He had to be strong. For his son.

The air in the room felt thick, heavy. He remembered Ms. Harrison’s stern demeanor, her sharp critiques. Every word she spoke was a reminder of his own perceived failings. He felt trapped, a prisoner of his past.

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