The world narrowed to the confines of the computer screen. She felt trapped, suffocated by the digital space and the glaring grade. Her breath came in short, shallow gasps. She wanted to scream, to shatter the fragile silence of the library. Her vision blurred, and the words on the page danced before her eyes.

She bit down hard on her lip, tasting blood. She imagined the disapproval, the judgment, from her peers, her family. She felt a terrible hollowness, a sense of falling, of being utterly alone. She wanted to disappear. She closed her eyes, seeking refuge in the darkness, but the image of that dreaded grade burned behind her eyelids.

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