The words on the screen swam before Evelyn’s eyes. Her carefully constructed schedule evaporated. She felt the ground fall from beneath her feet. She leaned back in her chair, the sudden force of the news making her weak. She needed to tell someone.

She fumbled for her phone. Her fingers seemed clumsy and uncoordinated. She attempted to call her friend, but the call failed.

She needed to get out of her room. She slammed the door behind her and walked the halls of the dorm. The faces of her roommates seemed to mock her. The laughter from the group down the hall felt as if it were coming at her. She felt overwhelmed.

She walked out the front door and sat on a bench. The sun made her head hurt. She started to cry.

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