He stared at the blank screen, the cursor blinking mockingly. The essay was due tomorrow, the scholarship application hanging in the balance. He had been so sure he’d get the baseball scholarship. Now, his mind was a jumbled mess. He knew he should be writing, but the words wouldn't come.

He ran a hand through his hair, leaving it standing on end. He was supposed to be celebrating, not… this. He got up from his desk and started to walk the floor, stopping to look out the window. The sounds of the neighborhood, the distant chatter and laughter, now just sounded distant and jarring. The muscles in his neck were tight, as if they were being forcibly clenched. He looked at the window again and began to rub his temples.

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