The email sat in Sarah's inbox, bold and accusatory: "Company Acquisition – Confidential." Her breath hitched. She clicked on it, fingers trembling. A wave of heat washed over her, making her palms slick against the cool glass of her desk. This couldn't be happening. Not now.

Her gaze darted around the open-plan office. Colleagues bustled, oblivious, their faces illuminated by the glow of their monitors. She felt a sudden, desperate urge to shout, to warn them all. A cold knot tightened in her stomach.

Sarah abruptly stood up, knocking her chair over in her haste. She had to get out, to think. She grabbed her bag and bolted towards the exit, the click of her heels on the polished floor echoing loudly in the sudden, unnerving silence.

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