The speech was written. He'd spent days crafting it, editing it, revising it. Yet, as he read through it one final time, the words seemed to blur and swim before his eyes. His heart hammered against his ribs, a frantic rhythm against the quiet of the empty house.

He practiced the speech in front of the mirror. His reflection offered no comfort. He stumbled over a sentence, his voice cracking. He imagined the audience's reactions, the polite smiles, the averted gazes. The thought made his stomach clench.

He poured himself a stiff drink, his hand trembling as he filled the glass. He knew he shouldn't. It wouldn't help. But the pressure was suffocating, and the liquor offered a brief, fleeting escape. He took a large gulp, the burning sensation a temporary distraction from the impending ordeal. He began pacing the floor again, the polished wood reflecting his growing unease.

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