He crumpled the card in his fist, then immediately smoothed it out, smoothing it as if trying to erase something. The action felt utterly useless, but he couldn’t stop. The small, innocuous message had stirred something deep within him, a knot of pure fear that tightened with every passing second. He felt a need to break something, to scream, to lash out at the unknown sender.

His breaths were coming rapidly, shallowly. He checked the locks again, meticulously, compulsively. He needed to be safe. He needed to be secure. The thought of someone watching him, someone knowing his birthday, sent a chill through him.

He sank to the floor, leaning back against the cool surface of the wall, his gaze fixed on the blank space in the card's center.

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