He overheard the hushed whispers in the elevator, a snatch of conversation about offers and bids. His mouth went dry. He felt a terrible ache beginning behind his eyes.

He hurried back to his desk, trying to appear normal, but the effort felt exhausting. Every task, every email, every phone call, felt meaningless now.

He focused on the blinking cursor on his screen, but his mind raced, painting endless scenarios, all of them bleak. He wanted to call his wife, needed to hear her voice, but he couldn't form the words.

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