Rain lashed against the window, mirroring the chaos in Mark's stomach. He clutched the crumpled paper to his chest, the ink bleeding in places from his frantic grip. Sarah’s list lay open on the kitchen counter, illuminated by the cold, fluorescent light. “Learn to speak Italian.” “Travel to Rome.” “Have a baby.” He felt a cold sweat prickle his skin. He had to be careful.

He’d known Sarah for a decade, and he thought he knew her. Apparently, he didn’t. The final entry, scrawled in a rushed hand, read, “Say goodbye to the past.” He swallowed hard, the lump in his throat making it hard to breathe. The implication of that last line made his limbs feel leaden. He desperately wished he could rewind time.

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