The paper felt slick and cold in Maya's trembling hands. An 'F' stared back at her, a brutal red slash across the page. Her breath hitched, shallow and rapid. She reread the professor's comments, each sentence a fresh sting. Her stomach churned, a knot tightening with every word. She bit her lip, the taste of metal filling her mouth. The fluorescent lights of the lecture hall seemed to buzz louder, the other students’ chatter a distant, meaningless drone. It felt like the walls were closing in, the air thick and hard to breathe.

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