It hit Mark with the force of a physical blow. The announcement – a bland, impersonal email – landed in his inbox like a bomb. He felt his throat constrict, making it difficult to swallow. The air seemed thin, insufficient. He felt an urge to run, to escape the suffocating reality of his suddenly imperiled future.

He slammed his laptop shut, the sound echoing in the deserted lecture hall. His carefully curated notes, the countless hours spent studying, suddenly felt worthless, meaningless. He paced the empty rows, his footsteps a staccato rhythm against the silence.

His palms were clammy. His chest grew tighter. He felt like he couldn’t breathe. He had to call his parents. He had to explain. He had to… he didn't know what he had to do.

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