"Is this a joke?" Maya's voice cracked, as she stared at the screen. The professor's words – "Significant overlap," "Insufficient citation" – burned into her brain. Her entire body felt leaden. She slumped back in her chair, the air thick and hard to breathe.

She remembered the late nights, the countless hours spent researching. How could this be happening? She felt a hot flush spread across her neck and chest. A tear escaped, then another, trailing down her cheek.

She buried her face in her hands. This couldn’t be real. It felt like a nightmare, a suffocating weight she couldn't escape. She had to fight this. But how? The thought of facing the committee filled her with a new level of terror.

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