The letter, stiff and official, lay on the kitchen table, a stark contrast to the comforting aroma of her grandmother's baking. Her grandmother’s voice, a soft, encouraging murmur, cut through the sudden, hollow ache in her chest. She couldn't meet her gaze.

She picked at the corner of the envelope, her fingers clumsy and fumbling. Her stomach lurched. She felt suddenly, desperately, thirsty. She took a long, unsteady drink of water, the cold liquid doing little to soothe the growing unease.

“Everything’s alright, dear?” her grandmother asked. Her voice was laced with concern. She shook her head, unable to speak, the words a jumbled mess in her throat. The thought of losing her place at university, of disappointing everyone, caused her to feel utterly paralyzed.

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