He reread the words, the ink smudged and faded, and his stomach lurched. The letter, discovered in a collection of short stories, had exposed a truth he had desperately tried to bury. He felt a sudden, crushing weight on his chest, making it difficult to draw a breath.

He leaned back in his chair, his hands clenched into fists. His head throbbed. He felt a wave of nausea, threatening to overwhelm him. He needed to be alone, to process this.

He rose from the chair, moving like a sleepwalker. He walked to the window, staring out at the rain-swept street. He needed to get away, needed to think.

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