“No,” she whispered, staring at the screen, the words “application denied” burned into her vision. A wave of nausea surged through her, and she felt like she might be sick. She clutched at her stomach, trying to quell the rising tide of sickness.

She jumped up from her chair, and began to pace her tiny apartment, her footfalls quick and erratic. The walls seemed to close in on her, and she felt a sudden urge to escape. She needed to get out, to breathe.

She grabbed her keys and fled, not even bothering to grab her coat. The cool air outside offered some respite, but the feeling of being trapped, of being adrift, persisted. Her whole future was now uncertain.

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