The rejection letter crackled in her hand. She stared at it, the words seeming to leap off the page and taunt her. She was in the library, the only student in the area. Her chest felt constricted, making it difficult to breathe. She closed her eyes.

She had pictured this moment so many times, but never with this result. She felt a creeping coldness spread through her limbs. She dropped the letter and pressed her forehead against the cool surface of the table, trying to ground herself.

A tear escaped and trailed down her cheek. She was alone. The silence of the library pressed in on her, amplifying her feelings. She wanted to scream, to shatter the quiet. Her hands clenched into fists, the nails digging into her palms. She would have to figure out what to do next.

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