Liam stared at the ceiling of his dorm room, his breath hitching in his throat. The accusation echoed in his mind, a relentless loop of "unoriginal work," "suspicious similarities." He sat up, pushing the covers away, feeling a wave of nausea rise. He felt as though the floor beneath him was tilting.

He had to clear his name. He had to explain. But the words seemed to have vanished, lost in the overwhelming surge of fear. He ran a hand through his hair, tugging at the strands, a frustrated gesture born of sheer desperation.

His phone buzzed. It was his mother. He couldn't face her. He switched it off, the silence amplifying the deafening roar in his ears. He wanted to scream, to lash out, to make the feeling in his gut go away. It felt as though his future was collapsing around him.

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