His legs felt like lead as he walked toward the mailbox. Each step was a monumental effort. He knew what he would find. The anticipation was worse than the act itself. He dreaded what lay inside.

He scanned the street, taking in every detail, as if he could memorize it and somehow disappear within its familiarity. The letter weighed heavily in his hand. He considered dropping it. He almost did.

He stood in the doorway, staring at the envelope. He felt his heart pound against his ribs, a frantic rhythm. He wanted to run, to escape this moment, to rewind the clock. But he couldn’t.

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