The world seemed to shrink around Sarah, the walls of her small apartment closing in. She felt a pressure building behind her eyes, a dull ache throbbing in time with her racing pulse. She grabbed a coffee mug, fingers fumbling with it as she poured some water to drink. The water sloshed, spilling over the side. The screen showing the competing patent felt like a burning brand. She slammed her laptop shut. The noise echoed in the small space. She began to walk in circles, clutching her head and breathing in short, sharp gasps, like a fish out of water.

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