The constant drone of announcements, the jostle of passengers, each felt like a personal attack. Mark was trapped. His partner's surgery. He was supposed to be there. He was supposed to hold her hand.

His breath came in short, shallow gasps. His muscles felt tight, rigid. The world seemed to be closing in around him. He imagined her lying alone in the hospital bed, and a fresh wave of cold washed through him.

He felt a deep sense of powerlessness, a rage he couldn't express. He wanted to scream, to shatter the glass walls of the terminal. He bit his lip, tasting blood. He had to be there for her. He had to.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314