Maya’s vision swam as she stared at the email. An F. An utter, complete failure. Her hands were clammy, slick with sweat. She frantically scrolled back up, re-reading the professor's comments. They seemed to blur, the words mocking her. She slammed her laptop shut, the sudden action echoing in the quiet library. Her breath hitched in her chest. She needed to get out, to breathe.

The world outside felt strangely muted as she stumbled out. The crisp autumn air did little to soothe the rising heat in her cheeks. She imagined her parents, their disappointment etched on their faces. The scholarship she'd been counting on… gone. She felt a knot forming in her stomach, twisting tighter with each thought. She walked faster, the crunch of fallen leaves under her feet a frantic rhythm against her racing pulse.

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