The notification buzzed, a tiny tremor rippling through Liam. Mr. Henderson, his history teacher, had just requested to follow him on Instagram. He stared at the screen, the blue light reflecting in his wide eyes. His fingers, usually quick to tap and scroll, now hovered hesitantly over the accept button.

He swallowed hard, the muscles in his throat constricting. He quickly clicked over to Mr. Henderson’s profile. It was private, of course. A few vacation photos, a picture of a dog, and…was that his classroom? Liam felt his pulse quicken, a frantic rhythm against his ribs.

He slammed his laptop shut, the sudden noise echoing in the quiet room. He needed air. He paced back and forth, each step measured and deliberate, his hands clenched into fists. This felt…wrong. He didn't know what to do.

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