The silence in the library was oppressive, punctuated only by the rhythmic ticking of the grandfather clock. She should have been reading, but all she could do was stare at the book, its cover bearing the name of the author she had idolized. Her hands were shaking so severely, she dropped the book.

The volume hit the floor with a thud. The noise startled her, making her jump. She quickly picked it up, placing it back on the table. She wanted to scream.

She clutched her chest, feeling a sharp pain. The blood was rushing in her ears, making it difficult to think. She needed to leave. Now.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294