The bright sunlight, usually welcome, felt harsh and unforgiving as she stared at the notice posted on the lobby door. Her head swam, and she fought the urge to close her eyes, afraid that if she did, the world would dissolve.

She found herself gripping the straps of her purse so tightly her knuckles whitened. Her breath came in shallow, rapid gasps. Each familiar element of the lobby, from the chipped tile flooring to the wilting potted plants, felt suddenly charged with a sense of impending loss.

She turned and fled back into her apartment, locking the door behind her with a resounding click. The sound amplified the silence, making the walls close in. She collapsed on the sofa, clutching a cushion, fighting back the tears that threatened to spill over.

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