He stared at the letter, his face a mask of disbelief. Michael had worked so hard, sacrificed so much. The scholarship was his lifeline. Now…a mistake. A clerical error. The words seemed to mock him, twisting the knife. He felt his face flush with a hot, stinging sensation.

He ran a hand through his hair, his fingers tangling in the strands. He couldn't grasp the reality of the situation. His carefully planned future, now teetering on the precipice of ruin. He felt like he was falling.

He instinctively reached for his phone, his fingers fumbling with the screen. He needed to call someone. He needed to share this burden, this crushing weight. But who? His mother? His mentor? He couldn't form the words.

He took a deep, shuddering breath, trying to regain some semblance of control. The world around him seemed to spin. The walls of his small apartment closed in.

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