"Oh, crap," muttered Jackson, his voice a gravelly whisper. The invitation lay on his desk, a small, unassuming square, but it might as well have been a nuclear weapon. He felt a sudden, urgent need to flee.

He jumped up and started to pace his tiny apartment, which suddenly felt claustrophobic. The memory of the high school years - the constant feeling of not belonging - washed over him with renewed intensity.

His hands fidgeted, tracing the outline of his tattoo. He needed to be anywhere but there. The thought of that night, of the scrutiny, the pressure to perform, was crippling. He reached for the bottle of whiskey, a familiar comfort he knew he probably should avoid.

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