The silence of the empty classroom seemed to amplify the hammering of Amelia's heart. She felt a throbbing ache behind her eyes, the familiar precursor to a migraine. The grade… it was worse than she'd imagined. It felt like a personal affront. Her stomach clenched so tight she thought she might be sick.

She gathered her belongings with jerky, uncoordinated movements. Her hands fumbled with the straps of her backpack. She needed to leave, to get away from the accusing empty chairs and the ghost of the professor’s gaze. Outside, the bright sunlight seemed to taunt her. She pulled her hood up, seeking a small measure of darkness and anonymity.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258