The patent application gleamed innocently on the screen, a digital serpent. Amelia’s breath hitched in her chest. She reread the claims, each line a nail hammered into the coffin of her dreams. Her hands trembled, blurring the text. She gripped the edge of the desk, knuckles bone-white. The air felt thin, like the oxygen had been leeched from the room. She swallowed, trying to force down the lump in her throat, the feeling of pressure building behind her eyes. "This can't be happening," she whispered, her voice a reedy tremor.

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